{ "cells": [ { "cell_type": "markdown", "id": "f86a4084", "metadata": {}, "source": [ "# **Predicting Turtle Hatchling Strandings in the Western Cape**" ] }, { "cell_type": "markdown", "id": "3fe615e8", "metadata": {}, "source": [ "### Every year around Autumn turtle hatchlings are found stranded on beaches across the Western Cape. These hatchlings originate from northern KZN and travel southward within the Agulhas current. Stranding events occur when unfavorable conditions push these hatchlings onshore out of the warm agulhas current and onto beaches across the Western Cape." ] }, { "cell_type": "markdown", "id": "f5e5ab13", "metadata": {}, "source": [ "### Here the conditions that result in strandings will be identified, before attempting to build a model to predict when a stranding event may occur. With the ultimate goal to develop an early warning system to identify future stranding events" ] }, { "cell_type": "code", "execution_count": 1, "id": "57abe258-658c-4832-971b-beab99637d47", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: ecCodes 2.21.0 or higher is recommended. You are running version 2.16.0\n" ] } ], "source": [ "import xarray as xr\n", "import zarr\n", "import glob\n", "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "\n", "from datetime import datetime, timedelta\n", "import seaborn as sns\n", "import math\n", "\n", "import pickle\n", "\n", "import plotly.graph_objects as go\n", "from plotly.subplots import make_subplots\n", "import plotly.express as px\n", "\n", "import warnings\n", "warnings.filterwarnings('ignore')" ] }, { "cell_type": "markdown", "id": "32e5a28d", "metadata": {}, "source": [ "### Records have been kept of when and where strandings have previously occured" ] }, { "cell_type": "code", "execution_count": 2, "id": "9362384d-e7a7-4e6a-ac88-364f9020ecee", "metadata": {}, "outputs": [], "source": [ "stranding_data = pd.read_csv('2015_2021_hatchling_stranding_summary.csv', names = ['Id', 'Date','Species','Location'])" ] }, { "cell_type": "markdown", "id": "2af43cf6-0553-41bf-a562-491e621da090", "metadata": {}, "source": [ "### I will only consider the Caretta Caretta species in a bid to reduce noise as this is by far the dominant species" ] }, { "cell_type": "code", "execution_count": 3, "id": "37326444-7591-4058-b254-d4c7d99c0f11", "metadata": {}, "outputs": [], "source": [ "# import historical stranding data\n", "stranding_data = stranding_data.loc[stranding_data['Species'] == 'Caretta caretta']\n", "#Correct a few inconsistent spellings\n", "stranding_data.loc[stranding_data['Location'] == 'Mosselbay', 'Location'] = 'Mossel Bay'\n", "stranding_data.loc[stranding_data['Location'] == 'Witsand', 'Location'] = 'Witsands'\n", "stranding_data.loc[stranding_data['Location'] == 'Tenikwa PLETT', 'Location'] = 'Plettenberg Bay'\n", "stranding_data.loc[stranding_data['Location'] == 'Tenikwa', 'Location'] = 'Plettenberg Bay'" ] }, { "cell_type": "markdown", "id": "66926cf8", "metadata": {}, "source": [ "### First lets consider the locations of the strandings by plotting the location of beaches that have more than 10 strandings recorded" ] }, { "cell_type": "code", "execution_count": 4, "id": "580498bf-17e3-4610-8faf-682411ae5853", "metadata": {}, "outputs": [], "source": [ "stranding_data = stranding_data.groupby('Location').filter(lambda x: len(x) >= 10) #consider only loactions with greater then 10 strandings" ] }, { "cell_type": "code", "execution_count": 5, "id": "d622d474-a53e-4778-9f3f-03f673150de8", "metadata": {}, "outputs": [], "source": [ "# Manually set locations for most common strandings\n", "latlong_dict = {}\n", "latlong_dict['Struisbaai'] = [-34.80, 20.10]\n", "latlong_dict['Mossel Bay'] = [-34.15, 22.20]\n", "latlong_dict['Muizenberg'] = [-34.11, 18.52]\n", "latlong_dict['Witsands'] = [-34.41, 20.92]\n", "latlong_dict['Arniston'] = [-34.67, 20.27]\n", "latlong_dict['Plettenberg Bay'] = [-34.07, 23.44]\n", "latlong_dict['Hermanus'] = [-34.44, 19.25]\n", "latlong_dict['Sedgefield'] = [-34.10, 22.78]\n", "latlong_dict['Gaansbaai'] = [-34.64, 19.35]" ] }, { "cell_type": "code", "execution_count": 6, "id": "14e9a936-37ea-4a08-ae0e-827dc87fa38b", "metadata": {}, "outputs": [ { "data": { "image/png": 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KKGfQyYsvvohZs2a5jhcuXIjo6OhKqZGIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiEiSJOzevRtxcXGIjY3FqVOnPBrXs2dPREVFISoqCm3atKnkKomoJpNlGX///bcr9GTr1q2wWq0ejQ0MDMTAgQMRGRmJiIgIhIeHV26xREREJdj6x37MmbIEAOCwO5CbZYQsyxAEAX6BOqjUyjLN55DsuJx7FslZx3ApNxGS7Cixv07pj/Dg9ggPbo9gbR0IglDu25JPlmUYckywWZ1hJ2qNCn6BOgBAg2Zh+Nevk6HWMnSMiIjcGQwGnD17tsgQlIsXL3p9vdDQUFfwydKlSwu+pmTQiauIcgadDB48GOvXr3cd79mzB127dq2UGomIiIiIiIiIiIiIiIiIiIiIiIiIiIiI6PZktVqxceNGxMXFYfny5UhJSSl1jEqlwsCBAxEVFYURI0agQYMGVVApEd2KDAYDNm3ahISEBMTHx+P06dMej23dujUiIiIQGRmJfv36wc/PrxIrJSIiuiEzLQf/GPUljLlmSA4JuZkGSLIMAYBfkN7jkBNZlnHVeBHJWUdxPvskrA5zif1VohqNg9ogPLgD6vg1hiiIXrg1hWsqGHai0amh99cCAO6fcC8efe0+r69JRES3LpPJhLNnz7qCTwqGoFy4cAFezgRh0ImriHIGnTRq1AiXLl1yHefk5CAgIKBSaiQiIiIiIiIiIiIiIiIiIiIiIiIiIiIiottHbm4uVq9ejbi4OKxcudKjvQ7+/v647777EBUVhfvuuw9BQUFVUCkR3W6SkpJcoScbNmxAbm6uR+PUajXuueceREZGIiIiAh07doQgCJVcLRER3Y5kWcYXL83HgS0nAAC5WQbYbQ4AgF+gDmqNqtQ5ssxXkZx1FMlZx2G0lfxcXBQUaBDQHOHBHdAwoAUUomchKhUhyzLyso2u2+V/PbxFEAVMnT8JrTo1rfQaiIjo1mc2m5GUlFQoBCUxMRHnzp2DJEllnZJBJ64iyhF0kpubi8DAG/dfw4YNcfHixUqrkYiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIbm2pqalYsWIF4uLisG7dOlit1lLH1KlTByNHjkRUVBQGDhwIrVZbBZUSETnZbDb89ddfiI+PR0JCAvbv3+/x2AYNGmDo0KGIjIzE4MGDUatWrUqslIiIbidbV+zDnPeWAgAsJiuMeWYAgM5PA61eU+w4gzUH57KPIznrKLLMV0tdp45fY4QHt0eToLZQK6r+ebgkycjNzIMkyRBFAYGh/hAEAfXDa+PTJS9DrS090IWIiKi8LBYLkpOTiwxBSU5OhsPhKGoYg05cRZQj6GTfvn3o2rWr63jQoEFYt25dpdVIRERERERERERERERERERERERERERERES3nsTERMTFxSEuLg47duyAJ/ssWrRogVGjRiEqKgo9e/aEQqGogkqJiEqXlpaGtWvXIj4+HmvWrEFaWppH4wRBQLdu3RAZGYmIiAh0794dSqWykqslIqJbUWZaDv4x6ksYc81wOCTkZuZBlgGlUgH/YD0EQXDrb3WYcT77JJKzjiHNcL7U+YO1YQgPbo+mQe3hp/b5Pm3YLDbk5ZgAABqtCvoAHQDg/gn34tHX7vNlaUREdBuzWq04d+4cEhMTMWrUKFgslvxTDDpxFVGOoJOYmBiMHz/edfz8889j1qxZlVYjVV+52UYknUjB+cRUZFzNRVZ6LrLS85CZnou8HBPsNgckhwRBFKBQKKDWKhFcyx8htQOcn8MCULdhKMLb1EPD8NpQKPkGMxEREREREREREREREREREREREREREdGtSpZlHDhwALGxsYiLi8ORI0c8GnfXXXchKioKo0aNQocOHQpt0CQiqm4kScKhQ4cQHx+PhIQEbN++HXa73aOxwcHBGDx4MCIiIhAREYHGjRtXcrVERHQrkGUZX7w0Hwe2nAAA5GYZYLc5IAAICPFz7d90SHZcyj2D5KxjuJx7BpLsKHFevSoA4cHtER7cAcHasMq+GWVmyDHBarEBAPyD9FCplRBEAVPnT0KrTk19XB0REd3uAgMDkZubm3/IoBNXEeUIOnn//ffxySefuI5nzJiBl156qdJqpOpBlmVcSk7Hwe2nkXj0EpJOpiD9SrbX5ldrlGjSsi6ata2Pjl2boWP35tDq1F6bn4iIiIiIiIiIiIiIiIiIiIiIiIiIiIiqnt1ux9atW13hJhcuXCh1jEKhwL333ouoqChERUWhSZMmVVApEVHlyc3NxcaNG13BJ2fPnvV4bPv27V2hJ/feey90Ol0lVkpERDXVvk3H8OXknwEAFpMVxjwzAEDnp4FGp0aa4TySs47hfPZJ2CRLiXOpRA2aBLVFeHB71PFrXK2DBiVJRm5mHiRJhigKCAz1hyAIaNK6Hj5d+nK1rp2IiG59DDoprohyBJ2MHTsWv/32m+t4zZo1GDJkSKXVSL7jsDtw8vAF7N96Cvu3nULqpcyiO8oyJMn5IUsyJEmCLMu4+VtcEASIovNDEAWIoghBLPpJolKlwB3dmqFLn9a4657WCKkd4OVbR0RERERERERERERERERERERERERERESVwWg0Ys2aNYiNjcWff/6JjIyMUsfodDpEREQgKioK999/P2rVqlUFlRIR+UZiYqIr9GTjxo0wGAwejdNqtejXr58r+KRdu3bcwE1ERACAT5/+Hkd3nYEkScjJcAZ/GOUspElncS7rGEz2vBLHi4ICDQNaIDy4AxoENIdCVFZR5RVns9iQl2MCAGh0auj9tQCA9358Bu26NfdlaUREdJtj0ElxRZQj6OSOO+7AkSNHXMfnz59H48aNK61GqnpZ1/KwccUBbIjbh4yruTedleGwS7DbJTjsjusfEsr73SyKAhRKBZRK8fpnRaHwE0EQcFffVhg8uis6dmsGURTLuRoRERERERERERERERERERERERERERERVYZr167hzz//RFxcHBISEmAymUodExoaigceeABRUVEYOnQo9Hp9FVRKRFS9WCwWbN++HQkJCUhISMChQ4c8Htu4cWNX6MngwYMRHBxceYUSEVG1delsGv4R9SUA4FpWGpIyj+Gy+RTy7Jmljq3r1xThwe3ROKgN1ApNZZdaaQw5JlgtNggCEFQrAIIgoGfEnXjp83G+Lo2IiG5jDDoprogyBp04HA74+fnBYrEAAPR6PXJzcxk8cYs49fcFJCzZjT2bTsDhkFztsizDbnXAZrXDZrVD8uB7VxAEuAXCys55PPmuVyoVUKmVUKkVUCgVbufqNgzB4NF3o/8DXVypekRERERERERERERERERERERERERERERU9c6dO4fly5cjLi4OW7ZsgcPhKHVM48aNMWrUKERFReGee+6BUllzrhRPRFQVUlJSsGbNGiQkJGDNmjW4du2aR+NEUUTPnj1dwSddu3aFQqEofSAREdV43/4zBvN+XIDkrKO4arxYav8QbR2EB7dH0+D20KsCqqDCyme3O5CbaQAA6P210OjUUChFfB3/NkLq+HxPORER3aYYdFJcEWUMOjl79ixatGjhOu7SpQv2799fqTVS5Tt36goWz9mAwzvPFGh1hptYzDbYrPYiA0pEUYBCqYBSKUJUiBBFEYIoQBQFCG4pJ9dnlGXIMiBLEiRJhiTJcNgdcNglOOyOItdQKESoNUpotCoIBQJ1/AN1GDmhLwaP6gq1hm9sExEREREREREREREREREREREREREREXmT1WpFWloaUlNTceXKFaSmpro+rly5gpMnT+LgwYMezdWxY0dXuEmXLl2K/HtzIiIqzOFwYP/+/UhISEBCQgL++usvj0KlACA0NBRDhgxxBZ80aNCgkqslIqKqZDKZ8Mcff2DBzwuwatUqSLJUYn8/VSDCgzsgPLg9grS1q6jKqpWbaYDd7oBCISIw1B8AMOb5IRg1aZCPKyMiotsVg06KK6KMQSerVq3C8OHDXcePPvooFi1aVKk1UuVJvZiBpf/bhL/WHXW1yZIMq8UGi9kGh8P9ia0oCFCqlVCpFVCqFBALBI9UlCzLcDgk2K0O2Kx22O3ub7oIAFQaJTRaNZSqG2myteoG4sGn+qFv5J1QKLxXDxEREREREREREREREREREREREREREdGtxmq1ugWWFAwuufk4MzOz3OsIgoDevXsjKioKUVFRaNmypRdvBRHR7SsrKwsbNmxAQkIC4uPjcf78eY/H3nHHHYiIiEBkZCT69u0LjUZTiZUSEVFlcDgc2LhxI2JiYrBs2bKCG6eLpFZo0SSoLcKDOyBM3/CWDxy0mm0w5JoAAP5BeqjUSoTUCcTX8W9BoVSUMrpmS05ORrNmzdzaNm7ciP79+/umIKoR5s2bhyeffNKtrTrkHxDdSqpj0InS1wWUx4kTJ9yO27Zt66NKqCLsNgf+WLAdcfO2wm53hpnIsgyLyQqzyeb2ICQIAjRaFVRqJRRKsdKeyAqCAKVSAaVSAa1eDUmSYLM6YLXYYLc5IAOwWuywWuxQqhTQ6TVQqhS4lpqD//3rD6xZugfPvjcCTVrWrZT6iIiIiIiIiIiIiIiIiIiIiIiIiIiIiKoji8WCtLS0EkNL8r+uSHhJadRqNQYPHoyoqCiMGDECdevyb7uJiLwtODgYo0ePxujRoyHLMk6ePOkKPdm8eTNMJlOxY//++2/8/fffmDZtGvR6Pfr374/IyEhERESgVatWt/zmdyKimkqWZRw4cAALFy7E4sWLkZKSUmJ/EQrU92uOFrXvRH3/ZlCIt3bAR0EqjRJingDp+n5ZlVqJzLQc7N98HN0GdfR1eURERNVCjQw6OXnypNsxg05qnvOJqZjz8XKcO53qbJBlWMw2mE1WSNKNgBOlUuEMONEoffJGhSiK0GhFaLQqOOwOWMw2WC12yLIMu82B3GwjVGoldH5qKBQKJJ+6gvcn/oCoCffggcf6QKm6fZ58ExERERERERERERERERERERERERER0a0lP7zk5tCSooJMKjO8pDSBgYEYPnw4oqKiEBkZicBAn1+UlojotiEIAtq2bYu2bdvi5ZdfhtlsxtatWxEfH4+EhAQcPXq02LFGoxGrVq3CqlWrAADh4eGIiIhAZGQkBg4cyN/nRETVwNmzZ7Fo0SLExMTgxIkTJfYVIKC2tjHqaVqgnqY5aoXVgijefgFWgiBArVXBbLLCbrVDkiSIoogdKw9WadDJpk2bMGDAAI/6CoKAgIAABAUFoU6dOujSpQu6deuGqKgo1KlTp5IrJaLbVXh4OM6dO+dxf1EUERAQgICAADRt2hSdOnVC7969MXLkSPj7+1dipVQZBFmWS+9V2UUIQg6AAAAICAhATk5Oif379euHLVu2uI4PHjyITp06VWqN5B0OuwMrft6OuHlbYbdLAAC7zQFjnhkOh+Tqp1IpoNVrqmVQiCzLsJicoSz5Pz8CAI1WBa2fxhXIEt66Hia9PxKNW/BJHBEREREREREREREREREREREREREREVUPFoul1NCS/OOsrCyf1qpSqVCnTh3UrVsX9erVQ926dV0fBY9btmwJtVrt01qJiKhoFy9exJo1axAfH49169Z5HIylVCrRq1cvREZGIiIiAl26dIEoipVcLRERAUB6ejqWLFmCmJgY7Nixo9T+rVu0g7+xPpoGtYM1R4YkyVBrVPAL1FVBtdWTwyEhJyMPAKD310KjUyO0biBmrn23ymooS9BJcVQqFaKiovDvf/8bLVq0KLV/cnIymjVr5ta2ceNG9O/fv0J1VJabQxamTp2KDz74wOdz3W7mzZuHJ5980q2tOuQfUOUra9BJcfR6PSZMmICPP/4YoaGhXqjs1hMYGIjc3Nz8w1xZln2eKqn0dQHlUTD1TRAEtGrVyofVkKcMuSbMfP93/L37LADng4zZYIHZbHP1USpFaPUaqNTV91tTEARo9WqotSpYTFZYTFbIAMxmG2xWB/QBWihVCiSfuoJ/PvUjnvtnFLoPaOfrsomIiIiIiIiIiIiIiIiIiIiIiIiIiOgWdXN4SXHBJdUlvKRgYElRISb5bSEhIa4LURIRUc3UqFEjTJw4ERMnToTD4cCePXuQkJCA+Ph47N69G5IkFTnObrdj69at2Lp1K6ZMmYKwsDAMHToUERERGDp0KOrWrVvFt4SI6NZmNBqxfPlyxMTEICEhAXa7vcT+zZs3R3R0NMaNG4edv5/E2sV/QZIkmCVnuIdSraiKsqsthUKEKIqQJAkOuwMAkJGag+xreQiq5e/j6jxns9mwdOlSrFy5El9//TWeeuopX5dERFSI0WjEt99+i19//RXLly9Hnz59fF0SeaD6pkkUIzMzE2lpaa7jpk2bQq/X+7Ai8sTl5HR88Y/FuHLRmbpqtzlgzDXDcf3NCEEQoPfTQKVR1pg3okVRgM5PA41WBaPBApvVDockITfbCK1WBZ2fBlaLHV9P+Q2jJ96LURPvYXIsEREREREREREREREREREREREREREReSQ/vKSk0JL84+zsbJ/WWjC8pLjQkvyvGV5CRHT7UigU6NmzJ3r27ImpU6ciIyMD69evR3x8PBISEnDp0qVix169ehUxMTGIiYkBAHTu3BmRkZGIiIhA7969oVarq+pmEBHdMux2O9avX4+YmBjExsYiLy+vxP61a9fGww8/jOjoaPTs2dP1vP6XYxsAAA77jfAqpfL2DjoBAKVShNUqud0vSccuovM9bX1WU7t27dC+fftC7bIsIysrC+fOncOZM2cKnTcajXj66aehUqnwxBNPVEWpRHQb0uv1GDZsWLHnrVYrsrOzcerUKVy5cqXQ+WvXrmHo0KHYsGEDevToUZmlkhfUuKCTkydPuh23beu7B3TyzMG/EvHNP3+HyWABAFjMVpjyLJCvn1epldD7a2psCIioEOEXoIXNYofRYIEsyzCbbbDbJfgFaiGKIn7/aQsunEnDpH+OhFbHN06IiIiIiIiIiIiIiIiIiIiIiIiIiIhuR2az2S2kpKQgk+oSXnJzcElRx8HBwQwvISKiMgsNDcXYsWMxduxYyLKMY8eOuUJPtmzZAovFUuzYgwcP4uDBg/jss8/g7++P/v37o0mTJggMDERAQAACAgJcX9/8OSAgAP7+/lAouAmfiG4/sixj7969WLhwIX799VekpqaW2F+v1yMqKgrR0dEYMmQIVCqV23mH3YHzJy87v7Y5AAACnPsub3cKlQKw2uGwOwDIAAQkHbvk06CThx56CB988EGJfS5cuIBvvvkGX331FWw2m9u5p59+Gr1790arVq0qsUoiul2FhYXht99+86jv6dOnMXv2bHzzzTduv6uMRiMmTpyIAwcOMAyxmqtxQScnTpxwO27Tpo2PKiFP7Fh7BLM/jIMkyYAsw2iwwGJ2/rIQBAF6Pw1UGmWNf1NbEASotSoo1QoYcy2w2eyw2x3IzTLCP1AHhVKBPZtPIPuVPLwx7VH4BWh9XTIRERERERERERERERERERERERERERF5QcHwkuJCS/I/fB1eolarSw0tyf+a4SVERFSVBEFAhw4d0KFDB7z++uswGo3YvHkzEhISkJCQUGhPWUF5eXn4888/y7ymn59fkSEoJQWkFHWOoSlEVBMkJiYiJiYGMTExOH36dIl9FQoFhgwZgujoaERFRcHf37/YvpfOpsFqsQMA7HZn0IlCqeBrCTjvB8AZceKwS1AoFUg6dsm3RXmgcePG+M9//oORI0di6NChMBgMrnM2mw3vvfcefv31Vx9WSEQEtGrVCl9++SWGDRuG+++/H1ar1XXu2LFjWLlyJUaNGuXDCqk0NT7opG1b3yWXUcm2rjqE7/71B2RZhizJyMs1wX49kU+hEOEXoINCeWul8omiCL9ALcxGK8wmKyRJRm6WEfoALdQaFU79fRGfvRKDt6dHM+yEiIiIiIiIiIiIiIiIiIiIiIiIiIiomjKZTG4BJUWFluS35eTk+LTWguElJQWXMLyEiMidMdeEpKMXkXTkAlLPp8NqssJqtgGCALVGCbVOjXpNw9D8jsYIb98IOn/uA6lKer0ew4YNw7BhwwAA586dc4WerFu3ziuPvwaDAQaDASkpKRWeS6/XlzkgpbhzDE0hIm9JS0vDr7/+ioULF2L37t2l9u/evTuio6Px8MMPo27duh6tUTC4w1Eg6ITgtn/WbnNAoVQg+Xj1DzrJ17t3b3z77bd44okn3Np///135OTkIDAw0EeVERHdMGTIEEyePBnTpk1za4+Li2PQSTXHoBOqFDvWHikQciIhN9sEh0MCAKhUCugDdBDFW/MNckEQoPPTQKEUYcw1QwZgyDVDlgGNVoWzxy/jv68twtvTo6Hz0/i6XCIiIiIiIiIiIiIiIiIiIiIiIiIiotvCzeElNweXFDyuDuElpYWW5B8HBQUxvISIyANWsxU7Vx3EoS3HkXT0AlKSrno8VhCAeuF10LxjY3Tu3x7dIztBrVFVYrV0s6ZNm+KZZ57BM888A5vNhl27drmCT/bu3QtZln1an9FohNFoxJUrVyo8l16vL1dASlHnlMoat32QiCooLy8PcXFxiImJwdq1a+FwOErs36pVK0RHR2PcuHFo1apVmdc7f8oZFiVJEiTJ+btYoRJLGnLbEEURoihCkiRXCMy1K9nIyzbCP0jv4+o8M378eHz00Uc4c+aMq81ut2Pjxo0YOXKkDysjIrohOjq6UNBJYmKij6ohT9W4VyoMOqn+Dmw/hdkfxhUZcqLRqqDz09wWb6SrNSqIChGGHBMkSYYxzwzIMjQ6NRKPXsIX//gVb0+PhlLFdEIiIiIiIiIiIiIiIiIiIiIiIiIiIqLykGUZFy5cQEpKSonBJdUhvESj0ZQaWpL/wfASIiLvuXLuKtYt2o5NS3fCkGMqso/kkJz7YK6HZQiCAEEQICqcG7VlGUhJSkNKUhq2/7EP8z9ehgFje2LwuL6o07hWld0WclKpVOjbty/69u2Ljz/+GOnp6Th8+DBycnKQk5OD3Nxc1+eCXxd1Ljc31+chKTfLD01JTU2t8Fw6na5cASlFnVOpGO5DVB3JsozU1FTs3bsXv/zyC+Li4mA0GkscU6dOHTzyyCOIjo5Gt27dKvTaw5DtfGyVpRu/SxUig07yKRSiWwgM4LzPakrQiSiKiIyMxKxZs9zajx49WmVBJzabDXv27MGFCxdw9epV5OTkIDQ0FGFhYejUqRNatmxZJXVUFyaTCbt27UJKSgrS0tJgNBpRq1Yt1KlTB926dUPDhg0rdX2z2YydO3fi+PHjyMzMhE6nQ1hYGO68807ceeedlbr2+fPnsWfPHpw/fx4mkwm1a9dGgwYN0KdPH4SEhFTKmomJiTh69CiuXr2K9PR0aLVahIWFITw8HN27d6/050dnz57FwYMHcf78eeTl5UGj0aBJkyZ4+OGHSx2bl5eHbdu24dKlS0hLS4NarUbDhg3RpUsXtGnTplLrrmpFBXVdvep5sGVRY0+ePInExERkZWXBYDDAz88PISEhaNCgAXr06IHAwMCKlEyoYUEnNpvNLfUrMDAQdevW9WFFdLOLSVcxa2osJEmGLMluISdanRpavfq2esNdqVTAP1CPvByjM+zEYIEgCFBrVTh+4BzmfbEa//fW8NvqPiEiIiIiIiIiIiIiIiIiIiIiIiIiIvKGv/76C8899xwOHTrksxo0Gk2hkJLigkwCAwP5d8NERFXo1P4kLJsZj8Nb3S+6LDkk2G12OGwO2O0OOOxSsUEXgiBAoVRAqRKvf1ZCVIjIyzLij+834M8fNqBzv/YY/VIkWnZqWhU3i4pQu3ZtDBw4sFxjJUmC0Wgsc0BKceeqW2iKyWSCyWRCWlpahefSarXlCkgpqk2tVnvh1hHdXrKzs3H69GmcOnWq0Edubm6p4/38/DB69GhER0dj0KBBUCq9s73YarEBcIaCufB1zw35d0WB+yf/PqspWrRoUagtPT290tdduXIl5syZg02bNiEvL6/YfuHh4Xj00Ufx5ptvlhp2kZycjGbNmhV7/sMPP8SHH35Y4hxTp07FBx984NW5SiNJEn755RfMnTsX27Ztg8ViKbZvu3btMGHCBLz44ovQ6z0P1Cnq9mzcuBH9+/cHAFy4cAGffPIJYmJiYDAYipyjfv36ePXVV/HSSy9Bq9V6vHZpli5div/+97/Yu3dvkedVKhUGDRqE999/H717967weufOncO0adPw559/Ijk5udh+/v7+GDJkCN555x1069atTGtMmDAB8+fPdx3369cPmzZtAgBYrVZ89913mDVrFk6ePFlobFBQUIlBJ4cPH8bUqVMRHx8Ps9lcZJ82bdrg1VdfxdNPPw3xejhVeHg4zp075+rj6fdndVDUc3A/Pz+Px1ssFqxatQorV67Epk2b3PIsiiKKIjp37oxJkybh8ccfh0aj8Widu+66CwcOHHAdd+7c2e24rAwGAxo0aOAW7jx+/HgsWLCg3HNWpRoVdHL27FnY7XbXcdu2bflGbzWSl2PCl//4FSajFZBl5OXc3iEn+RRKEf5BeuRlO8NODHlmCKIAlVqJjSsOoEnLuhg6pmwPYFR17HY7FArFbfm9S0RERERERERERERERERERERERERUHZlMJrz//vv48ssvK2UzsVarLTW0JP9rhpcQEVU/FpMVv37xJ+Lnby6w6VqGzWKHxWiFzWYvabgbWZZht9lhL7AfWaVWQqNTQ6VRQZaBA5uO4dCW4xj+fwMw5pX7oNZU7lXdybtEUYS/vz/8/f0rPJcsy0WGppQ3REWSJC/cQu8xm80wm824evVqhefSaDRlDkgp7hxDU+hWYrFYcObMmSLDTFJTU8s8n1KpREREBKKjozFixIgybfr2lCu0o8BrM75EuiH/9aJcIOnEZvX8uUh1UNRjZEnBIxV18OBBvPDCC9ixY4dH/ZOTk/Hvf/8b3377Lb788ktMnDix0mrzhQ0bNmDy5Mk4evSoR/2PHz+Ot956C1999RV++OEHDB8+vMI1LFy4EM8991yp/+4pKSn4xz/+gZ9//hkJCQlo0KBBhdbNy8vD+PHjsXz58hL72Ww2xMfHIyEhAZMmTcLXX38Nlarsz8mNRiPefvttfPfdd7BarR7VFxsbi9jYWDzyyCP4/vvvK/yc8vjx4xg9ejROnDhReuebyLKMd999F9OmTXPLYyjKyZMnMWnSJMybNw+xsbGoV69eeUuuFhITEwu1lRREVNCKFSvw2GOPuYWFlEaSJOzfvx/PPPMMPvroIyxZsgS9evUqddwLL7yAp556ynV88OBB7Ny5Ez179vR47YIWLVpUqO7nnnuuXHP5Qo0KOrn5h7Jt27Y+qoRu5rA7MPO9ZUi9lAkAMBossNsdAACNVnXbhpzkUyhE+AdeDzuRZRhyzQgI1kOhELFgegIahNdGx66e/cKk0tnt9hLf9CnLZ7PZjMDAQPTt2xf9+vVDv379cPfdd3stsZKIiIiIiIiIiIiIiIiIiIiIiIiIiDy3fft2TJw4EadOnSrTuPzwkpJCS/KPAwICbuu/fSYiqslO7D2DOW8tQuq5dADOzX4WowUWk61QaIQoClAoFVCoFFAoFRAF4cbObFmGJMtw2Bxw2J0fkuTcoGyz2mGz2iGKIjQ6NTR6NSQJ+OP7Ddi3/ggm/WccWnXhHpHbkSAI8PPzg5+fH+rXr1+hufJDU8oTkFLUOYfD4aVb6R0WiwUWiwXp6ekVnkutVpcrIKWocxqNxgu3jqhkDocDFy5cKDLM5Ny5c14JOerVqxfGjx+PsWPHIiwszAtVF89hc/5+cYug5OupwgrcQTUt6OTatWuF2mrVqlUpa8XGxmL8+PEwGo1lHpudnY3/+7//w/Hjx/H5559XQnVV79tvv8XLL79camhFUa5cuYIRI0bgq6++wuTJk8tdw4wZM/Dyyy+XacyRI0fQr18/HDhwoNzBHxaLBffddx+2bt3q8RhZljF79mxcvnwZS5cuLVPYyeXLlzFixAjs27evPOVi8eLFOH78OFauXImGDRuWa45jx47hnnvuQUZGRpnHSpKEp556CnPnzi3TuJ07d+Lee+/Fzp07y7xmdRITE1OorV+/fh6NPX/+fJlCTm528eJF9O/fH4sXL8aoUaNK7Dtu3Di8+eabyMzMdLXNnj273EEn3333ndvxnXfeid69e5drLl+oUTv1GXRSff3+0xYc2ZsEwJl8azE7U/hUKiV0fhq+0Q9AoRShD9TCkG2CLMsw5JgQEKSHBGDme8vwn5hJCK5V8fTXmsrhcFQ4lCT/a5PJ5NXacnJysGrVKqxatQqAM4GwT58+6NevH/r374+uXbuWK92NiIiIiIiIiIiIiIiIiIiIiIiIiIg8YzQa8d5772H69OmQZbctdFCr1YiIiEC9evWKDTJheAkR0a3N4ZCw+PM/sPLHDch/mLBZbTDmmN02jOeHk6i1KgiiUPpjg8a5V0CWZUiSDJvZ6gpNkSQJJoMZFpMV+kAdVGolLp9NwwcPf40HnhmEh14bDlEUK+sm0y2uYGhKvXr1KjSXLMswmUzlCkgp6lx1C02xWq1IT0/3SmiKSqUqV0BKUZ81Gu6pu53JsoyrV68WGWaSmJgIi8XitbVUKhVatmyJ1q1bo3v37njkkUfQvHlzr81fGoVKAeCmbJObXrMRgAL3j0pdo7Z2Fxn8UKdOHa+vs3TpUjz88MOFXvM3btwYY8aMQY8ePdCwYUP4+/sjKysLx44dw8qVK7F69Wq3MdOmTUPDhg3xyiuvFFrDz88PDz74oOt49erVbqEq7dq1Q/v27UusM/+8N+cqyhdffIE33nijUHubNm0wevRodO3aFfXq1YNOp0NGRgYOHTqE2NhYbNu2zdVXkiS8/PLLaNKkCaKiokqspSirV692C43p0KEDxowZg+7du6NOnTqwWq1ITEzE77//juXLl7uNTUxMxFtvvYVZs2aVeV0AePPNN91CTrp164Zx48ahY8eOCA0NRVpaGvbv34+FCxfi+PHjbmOXL1+OSZMm4ccff/RorWvXrqF37944d+6cW7tGo8HIkSNx7733om3btggJCYHFYsHFixexefNmxMTEICsry9X/0KFDGD16NLZu3Qq1Wl2m22symTB69GhXyIlKpcKoUaMQGRmJZs2aITAwEFeuXMGxY8ewYsWKQuOnTp1aZMhJ69at8eijj6JHjx6oU6cOcnJykJiYiOXLl2PVqlWQZRmnT5/Gk08+WaZ6q5ONGzdixowZbm0BAQEYP358mefS6/Xo168funTpgnbt2qF+/foIDAyEUqlEbm4ukpKSsGfPHixbtgxXrlxxjbNarXjiiSfQoUMHtG7dutj5dTodJk6ciC+++MLVtmTJEnz11VcIDQ0tU627d+8u9Pv5ueeeK9Mcvibc/AvfJ0UIQg6AAMD5jVNc6s3EiRPdfsiWLVuG0aNHV0mNVLyzxy9j6tM/QZJk2G125GWbIANQKEQEBOkhiHxBVpDFZIXR4HwholIp4B+kAyCg671t8Mq/x9aoF7AOhwN5eXkVCiXJ/1yehL3qQq/Xo3fv3ujfvz/69euHbt26McGViIiIiIiIiIiIiIiIiIiIiIiIiMhLtm3bhokTJ+L06dOFznXv3h1z584tdfMQERHdumxWO2a99jN2xR8C4Nxcbsw1wXr9Ir6Ac0OxRqeGUq2s8L4NWZZhs9phNVlhs9pd7RqtGroArWv+Pg/cjUn/HQelqmZtZiYqiSzLMJvNFQpKKXjObreXvmgNpVQqyxWQUlSbVqutUXvObie5ubk4ffp0kYEm2dnZXltHEAQ0adIErVu3LvTRpEkTKJW+e6yZ8UYMdq35G3abA7lZBgBAQLAflNcDUG53edlG2Kx2qFRK+AfrAQCfLXsFjVtVLMTKE5s2bcKAAQPc2qZOnYoPPvjA4zkyMzMRHh5eaN/3X3/9hZ49exbqn5ycjGbNmrm1bdy4Ef379y9xnVOnTqFr167Izc11tQUFBeGLL77AhAkToFAU//20b98+PPLII0hMTHS1qVQq7Ny5E3fddVeJ64aHh7uFW5T1/qmsubZu3YqBAwe6PU42aNAAs2bNKjWwZO3atXjssceQmprqagsKCsKRI0fQqFGjYscV9W8nCAJkWYZWq8WsWbMwYcKEYoP8Vq1ahTFjxsBkMrnaVCoVLly4gLp165ZY87x58woFbeSvrdPpMHv2bDzxxBNFjnU4HPjyyy/x9ttvuwUc5tc0bNiwEteWZRn33Xcf4uPj3doff/xxTJs2DWFhYcWOzcnJweTJkzF//ny39tdffx3Tpk0rcd0JEyYUGpevV69emD9/Plq1alXiHPn279+PHj16uH2/CIKATz/9FG+88UaxjxE7duzAuHHjXN+3oii63YcV+R721M0/N02bNkVycrJHY8+cOYPvvvsOX3/9NaxWq9u5uXPnYsKECR7NM2fOHMTHx+PZZ5/FwIEDPdofbrPZMGPGDLzzzjuw2W687hw2bBhWrVpV4tizZ8+iVatWbvf1F198gddee82jevPdnLsREBCAS5cuISAgoMj+gYGBBX/H5sqyHFimBStBjXqlnJSU5HbcokULH1VC+WxWO777ZAUkSYYsyzDkmiHjempooI4hJ0XQ6NRwOCRYzDbYbA5YTDZodGrs3XISO9cdRa8hHSt1fUmSPA4nKa2PwWCo1Fp9SaFQIDAwEHq9HpcvXy6UAliQ0WjEunXrsG7dOgCAVqtFr169XMEnPXr0gFarrarSiYiIiIiIiIiIiIiIiIiIiIiIiIhuCUajEVOmTMHXX39d6G85NRoNPv74Y7z66qs+3dRHRES+ZbXY8OVzP+LQFudV3O02OwzZJtemMVEUoQ/QQqVReW1NQRCg1qig1qhgtdhgyjVBkmRYzM7gE78gHZQqJbb/sQ9mowWvfPMkw07oliEIAnQ6HXQ6XamblksjyzIsFku5AlKK+lxwk2l1YLfbkZGRgYyMjArPpVQqyxWQUtQ5nU7H0JQyslqtOHv2bJFhJikpKV5dKywsrMgwkxYtWkCn03l1LW9RX3+Mdfu2KmEv3m0n/64ocP+ovfi8pLK9++67hUJOQkND0a1bN6+u8+STT7qFnNSpUwcbN270KNT07rvvxl9//YUePXrg7NmzAJwhBB999BHi4uK8WmdVsNlseOyxx9xCK1q1aoVNmzahQYMGpY4fMmQItm3bhp49e+LatWsAgOzsbEybNg3Tp08vUy2yLEOlUmHNmjW45557Sux733334YsvvsDzzz/vdlt+/vlnvPnmm2VaN39tpVKJZcuWlRhWolAo8OabbyI4OBjPPPOM27kXX3wRp0+fLjacBQC+//77QiEn06ZNw+uvv15qjYGBgZg3bx6CgoIwY8YMV/s333yDN954A/XqlT3QqHfv3li7di30er3HY954441C4XGzZ8/Gs88+W+paGzduRJ8+fZCSklIoKMYXrl69ijFjxhR73mazITs7G6dPn8bly5cLnffz88P06dM9DjkBgGeffRaTJk0qU50qlQqvv/46mjVrhgcffNDVHh8fj+PHj6Ndu3bFjm3evDkiIyPdAlHmzJmDV1991ePnaFlZWVi8eLFb2/jx44sNOamuatSr5NDQULfjtLQ0H1VC+WLnbsXFpKsAAJPBAklyPuvS+2ugUBT/i/92p/PTwG5zwOGQYDJaoFIrISpEzPsiHu3uCkdwLf8yzynLMjIyMnDu3DnXx/nz511fp6SkICcnB3l5eZVwi6oHURSLfUFe0uei2gomnWZmZmLr1q3YvHkzNm/ejAMHDpT4gG02m7Fx40Zs3LgRgPN/pPXs2RP9+vVDv3790KtXr2r7wpKIiIiIiIiIiIiIiIiIiIiIiIiIqDrYunUrJk6c6HZF5nw9evTA3LlzS9w0QEREtz6H3YGZr8x3hZzYrDYYsk2ucCy1Vg29v7ZSL+Kr1qigVClgyjPDarY5L06bZYRfkB4qtRL71h/BrNcX4sWvHuc+G6KbCIIArVYLrVaLOnXqVHi+okJTyhOekpOTUy1DUzIzM5GZmVnhuRQKRbkCUoo6p9frb5nQFEmScPHixSLDTJKSkry6+dvPz6/IMJNWrVohJCTEa+tUFf9g52b8gkECDodUszYvVyKH40b4Wr78+6w6czgcmDJlCubMmVPo3CuvvAKFQuG1tTZt2oQdO3a4tS1YsMCjkJN8tWvXxrx583Dvvfe62lasWIFTp06hdevWXqu1KsTExODcuXOuY7VajdjYWI9CTvK1bNkSX331FR5//HFX2/fff48PP/wQQUFBZarno48+KjXkJN+zzz6LTz75xC2AYsuWLeUKOgGAl156qcSQk4KefvpprFq1yi3c5uzZs1i1ahXuv//+Isc4HA7897//dWsbN26cRyEnBX3xxReIj4/HqVOnADifk8ycORP/+te/yjSPXq/HggULyhRycuLECdde5nz3339/qSEn+Zo1a4YZM2Zg7NixZaq1shiNRixbtqxMYwRBQLdu3TBs2DA888wzZfpZyR9fXqNHj8YDDzyAP/74A4Bzr//ixYvx4YcfljjuxRdfdAs6OX36NDZs2IBBgwZ5tO78+fNhMpnc2soa1lId1KjnCu3bt8fvv//uOj527BiGDBniw4pubxeTruKPBdsBOBNvLWbnCzi1WlmjEuV8QRAE6AO0yMsyQpYBQ54ZAUE65OWYsGjmWjz/wahCYxwOB1JSUtyCTG4OMzEYDD64NRUjCILH4SOlfa6sRNGQkBCMGDECI0aMAOBMr9u2bRs2b96MTZs2Yf/+/XA4HMWOt1gsrpAUwPnEsnv37q7gk969e8PPz8/rdRMRERERERERERERERERERERERER1TQGgwFTpkzBjBkzXBvV82k0GnzyySd49dVXvbqpioiIaqafpi7F3rV/AwBsFhsM2UbIcO5T8AvUQVVFe1tEUYRfoB4qtQ3GXGfQiiHLAL9gPVRqFXauOoCgWv6YMLX4K5MTUcVpNBqEhYUhLCyswnNZLJYyB6QU18disXjh1nmPw+FAVlYWsrKyKjyXKIrlCkgp6lxVhKbIsoxr164VGWZy+vRpmM1mr62lVCrRokWLIgNN6tevf8sExABAk9b1AQCCKEAUBUiSDIfde8EwNZkkSa6QHIXKGXRSq34w/AKr30XUZVlGTk4OkpOTsXHjRsyePdsV2lBQ06ZN8dprr3l17S+//NLteMiQIRg6dGiZ57nnnnvQrVs37NmzB4DzNq1evbrGBZ3cfH888cQT6NChQ5nniY6OxptvvonU1FQAzgCJTZs2YeTIkR7PERoaismTJ3vcXxRFjBw5ErNnz3a17du3z/OiC9Dr9Zg6dWqZxvznP/9xCzoBgB9++KHYoJPly5fjzJkzrmNRFPHZZ5+VuValUomXX34ZL7zwgqtt1apVZQ46GT9+PJo3b16mMT///HOhto8//rhMc4wZMwadOnXCoUOHyjSuupBlGVevXkVubq5PwuqioqJcQScA8Ndff5U6JjIyEi1btnQLeJ49e7bHQSffffed23Hv3r1x5513elhx9VHjgk4KOn78uI8qIQBY8t1GSJLsfAMm1/kkXhQE6Pw1Pq6sZlAqFdDo1TAbrbDbHDAaTbALJixbshx5qiTkWbLcwkwuXLgAu93u67IBON/0K2sIiS9fhHpbUFAQhg8fjuHDhwMAcnNzsX37dlfwyd69e0v8t7Jardi2bRu2bduGf/3rX1AqlejWrRv69euH/v37o0+fPvD396+qm0NEREREREREREREREREREREREREVC1s2bIFEydOdNtkkq9Xr1746aef0LZtWx9URkRE1c2etYex4VfnBjK71Q5DjskVcuIfrIdSVfVbptRaFURRQF620bnXJtsE/2ABSpUSCQu2onO/9ujcv33pExGRz2k0Gmg0GtSuXbvCc1mt1jIHpRR3rrqFpkiShOzsbGRnZ1d4LlEU4e/vX+aAlKLOAUBiYmKRgSaZmZkVrrWgxo0bFxlm0rRpU6hUt8fF5Ju1b+j6WqFUQLLa4bAXf1Hx20nBwBel0hnW2axdw+K6V4kPP/wQH374YbnG1q5dGwkJCV696LvNZsP69evd2qKjo8s936BBg1xBJwCwefNmvPzyy+Wer6pdvnwZf//9t1tbee8PURQxYMAALF682NW2efPmMgWdPPDAA9Dr9WVat3Pnzm7HKSkpsNvtUCrL9vw8KioKQUFBZRrTunVr9O7dGzt27HC1bdmyBbIsF7mPOT4+3u343nvvRePGjcu0Zr6bAyoOHz6MzMxMhISEeDzH+PHjy7zutm3b3I7vuOOOQv8Gnnj88cfx+uuvl3lcdZGUlIQvv/wSM2bMwNtvv42pU6eW+XuuvG7+nvEk3EcQBDz33HNu9/ny5cuRkpKC+vXrlzh206ZNhTI2nnvuuTJUXH3U6KCTY8eO+agSOn3kIvZtOQkAsJhskCRnWrrOXwNRFH1ZWrVltZtgsGTDYMmCwZINoyULeZYs5BozYLRlw+owuvpueM/76wuCUOKLPU8+53+t1+v571xAQEAAIiMjERkZCcB5JYEdO3a4gk92795dYgqY3W7HX3/9hb/++gufffYZFAoF7r77blfwSd++fV0vsomIiIiIiIiIiIiIiIiIiIiIiIiIKpskSbhyMRNXLmQgKyMPmel5yLqWh8z0XOTlmCE5JDgcEgQBUChEKJQKBAbrEVzbH8Gh/gipHYCQ2v6o36QWatcNLPWieAaDAe+88w5mzpxZ6JxWq8Unn3yCV155BQqForJuMhER1SC5mQb8+P4SAM7HrPxgEV+GnORTqpXwD9YjL+t62EmWEYG1/CGIIr6fshj/Xf0O/AJ1PquPiKqeWq1GrVq1UKtWrQrPZbPZyhWQUtQ5s9nshVvnPZIkIScnBzk5Ob4upZDQ0FC0adOmUJhJy5YtyxwAcCtq0CwMaq0KVrMNSpUCtutBJ8UFC9xOHDZn4IsAQKF07scsGAxTk/Tp0wfz5s1Dy5YtvTrvnj17YDQa3dq6du1a7vkaNWrkdnxzGEB1t2nTJrdjQRBw1113lXu+it4fvXr1KvOa9erVK9SWk5OD0NDQMs0zePDgMq8NOANHCgadZGZm4uTJk0UG5958f3vze0+SJJw6dQo9evTwaLxSqSzz+na7vVCoxj333FOmOfL17du3XOO8rWnTpkhOTi72vCzLyMvLQ3p6Og4fPoyVK1fil19+QV5eHgDnffLJJ5/g8OHD+O2338oVOpacnIzly5fj4MGD+Pvvv5Gamup6LiVJUqnjMzIy4HA4Sn0f88knn8T777/v+h1ot9vxww8/4P333y9x3Jw5c9yOa9WqhbFjx5ZaV3VUo4JOWrduDUEQIMvOUI2jR4/yyY4PyLKMxd86E9JkSYbZZAXgTJRTqWvUt5TXyLIEs81wPcQk60agiTULxutf2xyVm5ip1WrRtGlT10eTJk3cjhs2bFhl6VO3Oz8/PwwZMgRDhgwBABiNRuzcudMVfLJr164SE1QdDgd2796N3bt34/PPP4coiujZsydeeOEFjB079rZJ8yQiIiIiIiIiIiIiIiIiIiIiIiKiqnH1SjZO/X0RSSdTkHTyCs6dvgKT0eqVuQOC9GjWph6atamH8Nb10PbOxggMuXH1582bN2PixIk4e/ZsobG9e/fGTz/9hDZt2nilFiIiujXM/2gZstNzAQDGHJNrn5FfkG9DTvIpVUr4BeqQl22EJMsw5JrhH6RHRmo2Fn4ai2c/G+frEomohlKpVAgNDS3zZvGi5IemlDUgpahzJpPJC7fOt3Q6XaEgk9atW6NVq1ZeCam5lSmUCjRtUx+nD52HQunc1C0DcDgkKJW3d1il3e4MOnHeL8590M07NCphRPUiCAIGDBiAp59+Gg899BBEUfT6Gvv37y/U1rFjR6/Nn5GR4bW5qsLN94csywgMDPTa/GW9P4oKLSlNQEBAoba8vLwyP3aVN+ClqHHHjx8vFHSSl5eH06dPu7VNmzYN06ZNK9e6RSnL/R0eHg6drmyBiKmpqYWCgjp16lSmOfLdcccd5RpX1QRBQEBAAAICAtCsWTOMHDkSU6dORXR0NDZv3uzqt2LFCrz55puYPn26x3Nv27YN77zzDrZt21bhOrOyskp9/hASEoJx48bhhx9+cLV9//33ePfdd4sNSUlLS0NsbKxb28SJE6HRaCpcsy/4/tV7Geh0OjRv3hxnzpwB4PwBv3r1KurUqePjym4vf+8+ixMHzwMAzCar6w0hnZ/mlg2dcUh2mKw57iEmlmwYrM5gE6MlG5LsqNQaQkJC3IJLbg4zCQsLu2Xv/5pOr9dj4MCBGDhwIADAbDZj165d2Lx5MzZv3owdO3aUmIIqSRJ27NiBHTt24O2338Yrr7yCp556yqtPUImIiIiIiIiIiIiIiIiIiIiIiIjo9iFJEs4eT8H+Haexf0ciLpxJK7G/LDvHyJIMSZadu9YKEARAEAWIogBBFFHwL1pzs404vPssDu8+e72vgJYdGqL93Q2xavMizF/wU6H1tFotPv30U0yePLnUq58SEdHtZc/aw9j+h/Oq5VaTFTarHQCg1Wuq1cV7VRoVNDo1LCYrbBYbrGYb1FoVNv22Cz2GdUHnfu18XSJ5WXJyMpo1a+bWtnHjRvTv3983BdUgSUlJmDdvHrZv346TJ08iMzMTBoPBrU9sbCyioqJcxzfvoZo7dy4mTJhQBdWW3YQJEzB//nzXcb9+/bBp06YqWbt///5um36feOIJzJs3D4B3Q1PsdnuxoShlDVG5ecO2NykUCjRr1swVYtKmTRvX1w0aNKiUEIfbRbP2Da8Hndy4Dx02x20fdOKwSwDgCoABnPeVL7Vr1w7t27cv1C6KIvz9/REYGIi6deuiS5cu6Nq1K2rXrl2p9aSnp1fq/DUt6KS63R/l2cNa1D5nSZLKPE+DBg3KPKa4cZmZmYXaKvu+Bsp2fwcHB5d5/qysrEJt5f2Z1el08Pf3R15eXrnG+1LDhg3x559/onv37jh+/LirfcaMGXjiiSfQpUuXEsfLsoxXXnkFM2bM8FpNeXl5HgWlvfDCC25BJxcuXMDKlSsxYsSIIvv/+OOPsFpvhFMLgoBnn3224gX7SPV5Be+h9u3bu4JOAODYsWMMOqlia5buBuB8YLGYnD8MKrUSSlXNf9KZY0pHavbZm4JMsmGy5qLQ/5HxMo3CHzpVIPw1wQj0C4WfJhiT3noI3ft0QdOmTYtMMaOaSavVol+/fujXrx8AwGKxYM+ePa7gk+3btxf7ovzChQt4/fXX8eGHH+KZZ57B5MmT0bhx46osn4iIiIiIiIiIiIiIiIiIiIiIiIhqqAtn07B+xQHs3nQC2RmGQudlWYbdLsFhd8Bhl+BwSM6AkzL+Ga0gOENPFEoRSqUCCqUIhUIBQXCusW3bFkyb+zsM5sIbTfr06YOffvoJrVu3Lu/NJCKiW5QkSYj5bLnra2Oe84KjCoUIrV/1u4K1zl8Lu9UOh0OCKdcElVoBQRSx8NNYdLq3bY292K3BYMCBAweQlJSE7OxsZGdnQ6lUws/PD8HBwWjatCnCw8O514FKZbPZ8Oabb+Kbb76Bw1G5F6CmyqVUKhESEoKQkJAKz2W325GXl1fmgJSC56xWK8LDw10hJvkfzZo1g1qt9sItpps1a98IgDMsQxQFSJIMu80Bjc7HhflQ/utpAFConAEwteoHIyDEz5dl4aGHHsIHH3zg0xoKquwgErvdXqnze1tl3x82m61M/X35fLU8ISsAEBQUVKitqKCTqgjBKcv97edX9t8NRQWdlPd+yx9bE4NOAMDf3x8ff/wxxowZ42qTZRnTp093C5wryosvvohvv/22yHOCIKBOnTpo3LgxgoODodVqodG4v/a8evUqtmzZ4tYme/hmaufOndGnTx9s377d1TZ79uwig04kScL333/v1jZkyBC0aNHCo7WqoxoZdPLHH3+4jo8fP85kyyqUdjkTB/9KBABYzTZX9IdOX7Of4DskGw6dX48TKTsqZX5RUECvDoKfJgh+muACH85jnToQ5jwbrFY7BEFAUKgfBEGAPT0IHTt2rJSaqPrQaDTo27cv+vbtiylTpsBqtWLfvn2u4JPNmzfDZDK5jcnJycG0adMwffp0PPzww3j99ddLTRUjIiIiIiIiIiIiIiIiIiIiIiIiotuP3ebAni0nsTZ2H04evlDovM3mgM1qd27ElrxzYUBZluFwyHA4JFgtNzYVybDj5NWNSLq6t9AYhajC/QOj8cHHU9CyZXOv1EFERLeWw1tOIPWc88rrpjyza/OYPlBXLUNDBEGAPkCH3CwDJFmGKc8CfaAOl86k4tjO0+jQq+aEel27dg0LFizAzz//jEOHDrk2bpckODgYd999N3r06IGhQ4eid+/eUKlUVVAt1RTR0dFYunSpr8ugakapVCI4OBjBwcG+LoXKoOWdN8KtVBoVLCYrbBYbJEkDURR9WJnvWE1WAIAAQKV2buVueQdDwG5msVjcjhUKBaKionxTTDVw8/0RGBiIIUOGeG3+OnXqeG2u6qqogImiXivcfF8DQM+ePdGwYUOv1RIeHu61uYpyc+AGAFit1nLPV5Gx1cF9990HtVrtdjtWrVpV4piNGzcWCjkRBAEPPvggJkyYgN69e5ca5LZx40YMHDiw3HW/8MILbkEna9asQVJSEpo1a+bWLz4+HklJSW5tzz33XLnXrQ5qZNBJQceOHfNRJben9bH7nInssgyL2ZkkpVIpoFAqfFtYBWQarmDH6d+QbUor9xwqhQZ+muDrYSbBhQJNtCo/CELJT8g1OgFWqx2yLMNqsUOjVWHH2iOInjwEfgG3cXThbUitVqNXr17o1asX3n77bWRmZuJ///sfvv76a6SkpLj1tdvtiImJQUxMDAYNGoTXX38dkZGR1fJNWiIiIiIiIiIiIiIiIiIiIiIiIiKqOhazDQnL9iB+6R5kZxjczlktdtisdthsdhR1gVEBgKgQoVCKrityi6IAQRQgCgIgCMj/S0UZAGQZkiRDkmXIkgxJkiA5ZDjsEhzXN0JfMyTj78urYLJlF1ovLLAperQeDT9LbXz+jyWo1ygUD0T3wj0RHWv03ykTEZF3rV20DQAgSxJs1/e0aHRqKFXVd3uUUq2EWquG1WyF1WKDTtZCEASsjdlWI4JOHA4HZs6ciffeew8Gg6H0AQVkZWVh/fr1WL9+PT799FMEBATgxIkTaNCgQSVVSzXJL7/8UmTISdu2bdG8eXPodO57qby56ZiIvK9+eBjC2zVA8vHL0GidQScyAKvZBq2+8Eb8W51ccP+tRukKe+lzPy90frPQ0FC3Y4fDgfnz58PPz89HFfnWzfeHWq3Gb7/95qNqfCsnJwdhYWHlGnezooIqbr6vAWD8+PF44YUXyrymrxQVClbU7fdUdnbh9+xqEp1OhxYtWuD48eOutvT0dJw7dw5NmzYtcswnn3zidqxSqRAbG4vhw4d7vG5WVla56s03ZswYvPbaa7hy5QoAQJIkfPfdd/jss8/c+s2ZM8ftuFGjRnjggQcqtLavVd9X8sVo166d2zGDTqqO1WLHpj8OAgBsVgek64ntaq3ah1WVnyRLOHF5Ow5f2ABJdpTYV6vyvxFeog6G3i3IJAhqZcWDSBRKEQqFCIdDgsVkhUargs3qwOY/D+K+R3tVeH6quUJCQvDWW2/h1VdfxS+//IJp06bhyJEjhfrlvwHYoUMHvP766xg3blyRiWxEREREREREREREREREREREREREdOuy2xzYtPIQYn/ehqz0PFe7JMmwmK2wmu2Qbko3EQQBKpUCSpXC9Tetnl50Tbj+X7GYPBKrzYwDSfE4k7qn0DlRUKJNnf5oVrsb1FBDlmUIgoArFzPw/X9WYuXiXXjo6X7oek9rXgSOiOg2l3bxGg5sPAoAsJhsyH8k0+iq/54Wrd4ZdCLLMiwmK7R6Dfas/RuZqdkIqRvk6/KKZTKZMGLECKxbt84r8+Xm5tb4q8ST93z11Vduxw0bNkRsbCy6devmo4qIqCIEQcCQh3vh+w+WQaF0vra02xywmGzQ6NS33es5q8UG+frr7vznKrXqB6PzPW19WVa1VFSQxdmzZ3HHHXf4oBrfu/n+SE9PR25uLgICAnxUke9cvny5XEEnly9fLtRWVNBJcd97NUnt2rULtSUmJpZrrgsXLsBms1W0JJ8r6t/66tWrRQadZGVlYcuWLW5tr7/+eplCTgDnz2lFqFQqPP300/j4449dbT/99BM++ugjqNXOx5ALFy5g1apVbuOefvppKBQ1OyC6xgWdtG3r/kDOoJOq8/euM8jLMQEALGbnGwuiKEClrnk/BHnmTPyV+Duu5p4rdK6Wf0O0qNP1RrCJJggKUVXpNQmCAI1WBaPBAodDgt3mgFKlwLb4vxl0QgCc6XtPPPEEHn/8caxduxbTpk3D2rVrC/U7evQoJk6ciHfffRcvvfQSJk2aVGS6HBERERERERERERERERERERERERHdOmRZxq6Nx7Hk+81IvZTparfbHDCbrLDZ3C8M6Pw7YCVUagWUSkWlbDy7knkGu07/DoMlq9C5Wv5NcEe9+6BTh0CWAZPRCrPRCpVGCa1ODYVCxOVz6Zj+3jK0bN8Aj0waiHadm3i9RiIiqhnW/7ID+TldFpNzT4tKrYRCWf33tBTc8G29HnQiOSSs/3UHxkwe5uvyiuRwOPDAAw9g/fr1hc75+/tj+PDh6N27N9q2bYvg4GCoVCpkZmYiPT0dhw8fxr59+7Bt2zbk5eUVMTvd7q5cuYI9e9xD8KZNm1amkBP5puA+IvK9XsM6IeaLlTDmmqHRqWG3mSBJEuxWB1SaGreVuUKsJmdYgEIhQqly3vZBY7pDoRB9WVa11KZNm0Jtmzdvvm2DToq7P+6//34fVONbBw4cQKdOnco17mbt2rUr1BYSEoKwsDBcvXrV1bZ58+Yyr+dLwcHBCA8PR3Jysqtt37595Zpr//79XqrKtwwGQ6G24p43/v3337Db7W5t48ePL/Oae/fuLfOYm02aNAn//ve/XfVcvXoVy5Ytw6OPPgoA+N///geH48Z7u0qlEk899VSF1/W1GveoGBAQgCZNbrxBfeXKFWRmZpYwgrxl39aTAABZklz/o0OtVdWoND1ZlnE27QBWHf62UMiJABF3NBqAIR2fQsu6d6N+cEsE6mpXSchJPrVGhfy702ZxPpk9dzoVGWk5VVYDVX+CIGDo0KFYs2YNDh48iMcffxxKZeEXe1euXMGUKVPQuHFjvPTSSzhz5owPqiUiIiIiIiIiIiIiIiIiIiIiIiKiypaRloPP31qCmR/EuUJOHA4JeTkm5OaY3EJOVGol/AO0CAzWQ++ngUql9PrfA9vsFuw+HYcNR34qFHKiEFW4u/n9GNr5adSv1wh+/loor29SlwFYLXbkZBlhyDNDkpwbERKPXcYnkxfix89Xw2iweLVWIiKqGXYnHATg3GshSRIAQK1T+7CistFcr9XhkGCzOjev7Y4/5MuSSvTNN98UCjkRBAFvvPEGLl26hMWLF2Py5MkYOnQounfvji5dumDgwIF46KGH8Mknn2D16tVIT0/HH3/8gccffxxardZHt4Sqo5s3gwqCgOHDh/uoGiLyFo1OjX5RXQEAao0Souh8nWkxW31ZVpWz2xyw252vwfMf/5UqBfqN8jzM6XbSr18/qFTue3iXL19eZeuLovs2+4oEaXljrsGDBxdqq8r7ozpZt25ducbd/Bw2JCQErVu3LtRPEAQMGjTIrW3//v24ePFiudb1lZ49e7odr127tlxhg7///ru3SvIZSZJw/vz5Qu1169Ytsn9aWlqhtubNm5dpTVmWiwyHLKsGDRogKirKrW327NkAALvdjh9//NHt3MiRI9GgQYMKr+trNS7oBADat2/vdnz8+HEfVXL7cDgkHNh+GgBgs974Hx1qdc1J0jPbDNh26lfsPBMLu8P9f3AEaGth6B1P447GAyAKvkvzFUQBqusJfdYC9/O+bad8VRJVc506dcL8+fORlJSEf/zjHwgKCirUx2g04ptvvkHr1q0xZswY7Ny50weVEhEREREREREREREREREREREREZG3ybKMzasO460JP+DQTucF0SRJgiHXjJwsoyvgRBQEaHVqBAXr4R+ghUrt/XCTfFcyE7Fy/wwkXtlT6FydoGa4766X0KZhLwiCCEEQoNYoERCkQ2CQHhqNCvlVWS125GQaYDJYXJuDNvxxAG9P+B5/70mqlNqJiKh6MuSYcCU5HQBcISGiKEBVg/a0qDQ3LjRsv34bLiVegdlY/QK8zGYzpk6dWqh97ty5+PzzzxEYGOjRPBqNBvfffz/mz5+Pixcv4t///jf0er23y6Ua6MKFC27HtWvXRkBAgI+qISJvGjS2x/WvBKi1zpAPm9XuCv64HVhMzsd2QRCg1joDPLoN7ojg2vw9VxR/f3/06dPHrW3dunXYs6fwewqV4ebnJiaTyadztWnTBuHh4W5tCxYsqHHhG94QGxuLnJycMo05ffo0tm/f7tbWr1+/Yt8Di4yMdDuWZRmfffZZ2Qr1sZvD4gwGAxYsWFCmOdLS0rBs2TJvluUTe/bsQWZmplubXq9HvXr1iuxvt9s9aivJqlWrcObMmTKNKc6LL77odrx161YcPXoUcXFxSElJcTv33HPPeWVNX7slgk6OHTvmo0puH2ePX0ZOlhEAYL3+hopCFCEqasa30OXMU1h1aBYuZBT+XmlVtzuG3fkcavk39EFlheW/0SZJEhzXn8DvZ9BJlejfvz8EQXB9TJgwwdcleaxRo0b4z3/+gwsXLuCrr75C06ZNC/WRJAnLli1Dr1690LdvX8TGxsLhqJ4vEjdt2uT2byEIApKTk31dFhEREREREREREREREREREREREVG1kZmei8/fWoL/ffYnjHlmAIDZZEVOptH1974CAK1OjcBgPXR6daX+7a/Nbsbu03HYcGQujJYst3MKUYWuLR7AoDsmIkBXq8jxCqUIvb8GgSF6aDRKCABkAGazze02XUvNwWev/4IfP18Ns/H2ujI4EdHtKunIjVCE/H0WCqWi0kK7KoMgCFCqnBfmdVwPIpMkGedPXPZlWUVas2YNsrOz3dpGjRqFJ554otxz1qpVC2+//Tbq1KlT0fLoFnDz9xcDcIhuHfXDw9CxZ0sAgEZ3I+TLmGtyBVjeyqwWG6wW52tXjfbG7R/ycC9fllXtvf7664XaXnzxRVgslR8Id/OF5ysSKOKtuW6+PywWC1588cXb4meoIKPRiI8//rhMY95+++1CbU899VSx/R955BE0bOi+t/z777/Hrl27yrSuL40dOxa1arm/1/bee+8hLS3N4zlee+01GAwGb5dW5f79738Xahs6dCjUanWR/cPCwgq17d271+P1TCYT3njjDc8LLEW/fv3QsWNHt7Y5c+Zgzpw5bm2tWrXCwIEDvbauL9WMlIqbtGvXzu2YQSeVb/9WZ9CGLMuw25xPtJTq6v+mkN1hxZ6zf2LTiYUw2/LczmlV/ujfdjy6Nb8fSkXRv6R8QVkgUTg/afjY3iSYTfwfMVS6gIAAvPLKK0hMTMTixYvRtWvXIvtt374do0ePRtu2bTF79mwYjcYqrpSIiIiIiIiIiIiIiIiIiIiIiIiIyuv00Ut47+m5OLTTecVQh0NCbrYJJqMVMpwBJxqtCoEhzoATQazcv/lNyUzEyv0zkXil8BWX6wQ1w/C7JqN1g54QhNL/fF0URej9tQgI1kOdfwFBWYYh1wxDrtm1sWfDHwfwwQs/I+1ylldvCxERVT/uQScSAEBxPTSkJlEonTXb7TcuWHr27/O+KqdYGzduLNT2+OOP+6ASulWZzWZfl0BElShyfF8Aztd2Oj8NAOfj960eVClJEkzXQ0hFUYT2+m0Pb9cArbsUvqg53XD//fejR48ebm27d+/GY489Vu7HDLPZjB9++KHUfm3atHE73r59e7kDRbw119NPP43GjRu7tS1fvhyvvvoqJEkqV205OTn4+eefyzXWl6ZPn441a9Z41Penn37C77//7tbWvHlzDBs2rNgxGo0GU6ZMcWuzWq2IiorC0aNHy17wdTt27MCBAwfKPb4sNBoNXnrpJbe2jIwMREZGIjMzs9TxH3zwAWJiYiqrvCrzySefYPny5YXaJ0yYUOyYzp07Q6Fwf135+eefe7Se3W7HxIkTceLEiTLVWZoXXnjB7Xju3LnYsGGDW9ukSZOqfb6Dp2pk0En79u3djhl0UvlOH3EmhznsDuQ/rqoKBHJUR+m5F7H68GycTt1d6Fzj0Pa4r9MLaBDS2geVlUwUBSivv3llu57Sa7dLSD55pcJzb9q0CYIgFPmh0Whw7dq1Cq9x6tSpYtcQBAHJyckVXoNKp1Qq8fDDD2P37t3YvHkzHnjggSL7JSYm4vnnn0eTJk3wz3/+E6mpqVVcKRERERERERERERERERERERERERGVxZbVh/HJSwuRdc15EUCzyYbcLKNr07RSKSIgSA+9nwaiWLl/Lm6zm7HrdCw2HpkLoyXL7ZxSVKNriwcw6I6J8NeFlnluhUKEX4AW/oFaiNeDWqxWO3IyjbBev5jghTNpeP+ZuTh24FyFbwsREVVfZ68HnTj3tDg3teTvu6hJ8oNOZFmG5HBuUi0Y4lJdXLp0qVBb69bVY//NkSNH8Pvvv+O7777Dp59+ipkzZ+KXX37B3r17y73xtyRpaWlYvnw5Zs+ejX/961/4+uuvsWLFCly5UvE9PqU5cuQIfv31V0yfPh2ffvopvv32W6xfvx4Gg6HS1waAq1evYvXq1Zg/fz6mTZuGzz//HPPmzUNCQgJycnKqpIaqJEkS9u3bh99++w2zZ8/Gp59+ilmzZmHJkiU4cuSIr8tzsdls2Lx5M+bPn4/PPvsMn3/+ORYsWIBDhw6Ve2M+kbd1vqcN7h7g3AOs0amhvB5OZjFa3MK+bjWmPAskyflzqA/QQhAEiAoR//fP0bfMhvTK9NNPPyEwMNCtbenSpejVqxe2bt3q8Tx///033n//fTRt2hSTJk0qtf/NASvnz5/H22+/Xa6AFW/NpdFoMH/+fKhUKrf2r7/+GkOGDMHhw4c9mkeWZezatQuvvvoqGjdujI8++qhMdfiaIAiw2+0YNWoUFi5cWGw/SZLw5Zdf4plnnil07ptvvin1vbFnnnkGERERbm1XrlxB9+7dMXPmTJhMJo/qzcjIwNy5c9G7d2/06dOnQkEpZfXOO++gY8eObm0HDhxAx44dsXDhwiJvw759+xAZGYkPP/wQABAaGoqQkJAqqddb7HY7EhISMGTIELz//vuFzg8ZMgQjR44sdnxoaCj69u3r1rZ69WpMnjwZNput2HHJyckYPnw4Fi9eDMC5n9tbHnvsMQQFBbmODQaD23M8rVZbYnhLTVO9kyqK0a5dO7fj48eP+6iS24MkSUg+mQIAsNucL/oFwPUEs7qRZAeOXtyCIxc3Q4b7mxRKhQZdw+9Ds7DO1frJoVKlgN3uuJ407MzVP3viMtp2blJpa1qtVixatKhQcldZ/fTTT16qiLxBEATce++9uPfee3HixAl89dVXmD9/PiwWi1u/a9eu4eOPP8Z///tfPPbYY3jttdcK/a4lIiIiIiIiIiIiIiIiIiIiIiIiIt9xOCQsnrMRq37dBQCQZcCYZ3aFfggAtHo1NFpVlfyd7OXM09h9OhZGS3ahc3WDmqNH61Hw15Y94ORmKpUSgcEKmIxWWMw2SLIMQ64ZDp0KOr0GeTkmfPb6L3h88lAMjrqrwusREVH1c/G0c0+Lo8DmaEVNDDopsA/HbndArRBx4VSKDysqWlZWVqE2XwYoHDlyBF9++SXi4+ORklL8/RUaGorhw4djypQpaNOmTYXWXL9+PT799FNs3rwZDkfhTfmCIOCee+7BlClTMHTo0AqtVZDNZsPXX3+N//3vfzh9+nSRfbRaLR588EH885//dAXQzJs3D08++aRbv/L8m+Xl5WHmzJn47bffcODAgWLnUCqV6NGjB15++WWMGTOm1OeeEyZMwPz584s9f+7cuRLnSEpKQnh4uFvbzf3nzp1brk2f27dvx4wZM7Bu3TpkZGQU269+/foYPXo03nnnHTRs2LDM61RUamoqpk6diqVLlxZbZ8OGDfHCCy/g1VdfhVarreIKiW4QBAET34vCif1JMGSb4BegQ06mc6O2MdeEgGC/ar23szysFhusFuemeI1WBZXauXX7/gn3onmHRr4srcZo3749Fi9ejAceeMDtsffgwYO49957cffdd2Po0KHo1q0bwsLC4O/vj7y8PGRlZeHMmTM4cOAAduzY4fb4qVCU/nxx7NixeOWVV9zCSP773//i22+/xZ133onatWsXChx56KGH8NBDD1XqXAMGDMA333yDZ5991q19w4YN6NSpE+69914MGjQIXbp0Qa1ataDX65GTk4PMzEycPHkSBw8exNatW3Hx4kXX2LCwsFLvj+rkxRdfxMyZM2E0GvHYY4/hm2++waOPPoo77rgDwcHBSE9Px759+7Bw4UIcO3as0PiJEydi2LBhpa6jUCjw66+/olevXm55BUajEZMnT8bHH3+MBx54AH379kWTJk0QGhoKm82GrKwspKSk4NChQ9i3bx927NgBu93u1fvAU2q1GjExMejfvz8yMzNd7ZcvX8Zjjz2GSZMmoWPHjqhTpw5yc3ORmJjo9r0BAHPmzMGbb77pNt4Xv6uvXr2KMWPGlNgnLy8P6enpOHr0aLFBQu3atcOCBQtKXe/999/H5s2b3dpmzpyJVatW4cknn0SPHj1Qq1Yt5OXlITk5GatXr0ZsbKxrXVEUMWXKFFdgTEX5+fnhiSeewIwZM4o8//DDDyM0tOLvt1YXNTLoJCQkBPXr13e9OD1//jxyc3MREBDg48puTakXM2EyWgHceFNIVIjV8slkjuka/kpchmt5FwudCwtoil4tR8NfW/0TpRRKZ0KYLMtwOCQoFAokn6j8N69++umnCgWdOBwOj37xk2+0bdsW3333HT7++GPMmjULs2bNwrVr19z6WCwW/PDDD/jhhx8wfPhwvPHGG+jXr1+1/HknIiIiIiIiIiIiIiIiIiIiIiIiul3YrHbM/DAO+7aeAgBIkoy8HBMcDudFARUKEX7+WtffoFYmq92MA2dX4UzqvkLnlKIaXZpFomX9bhAE79UiCAL0fhqo1EoY88yQJBlmkw0OuwS/AC0cdglzv4zH1ZQsPDJpAP/ukYjoFmPKc24ikyVn6IIA576WmkYUbzw+5d8Wk6HojXm+VPAK4vkOHz6MDh06VGkd6enpeOWVV/DLL79AkqRS+2dkZGDBggVYtGgRXnjhBXzxxRdlvrq6yWTCc889V2IoB+Dc77NlyxZs2bIFTz/9NGbNmlWmdYpy6NAhjBs3rsiNugWZzWbExMTgt99+w9dff11oA3R5ffvtt5g6dSrS09NL7Wu327F9+3Zs374dXbp0wZIlS9CyZUuv1FFVkpKS8OKLL2LVqlUe9U9JScGsWbPw448/4v3338e7775byRXesGjRIrz44otuG4+LcunSJbz77ruYP38+VqxY4QrCIfKF4LBATHhnJGa9vRiiQoTOTwNjnhkOuwSz0Qqdn8bXJXqNJEmu5yqiKELn7wwaatSiLkY/N9iXpdU4w4YNQ0JCAh599FFcvXrV7dy+ffuwb1/h9yEqKjQ0FO+//z6mTJni1p6Xl4cdO3YUOaZjx46VPhcAPPPMMwgICMDTTz8Ng8Hgdi7/ecit7PPPP8eBAwewbds2AMCuXbuwa9cuj8aOGDECs2fP9nitoKAgbN26FePGjcOaNWvczl29ehU//fQTfvrpJ8+L94E777wT69evx5AhQwrtGzYYDMXed4Ig4IsvvsDYsWPx+uuvu53T6/WVVm9xjEYjli1bVqE5BgwYgEWLFqFu3bql9h00aBAmT55cKFjkzJkzeO+990odP3PmTLRv395rQScA8MILL2DmzJlFhg4+99xzXlunOqh5r+qva9++vdvxiRMnfFTJrS/p5I2ADbv9+v8MqWbJt7Is43TqHqw+/G2hkBNRUKBzkyEY1OHJGhFyAgDKAvevw+a8zwv+O1SWgwcP4uDBg+Uev3r1aly+fNl7BVWxTZs2QZZl18e8efN8XVKlqFOnDj788EOcP38es2fPRqtWrYrst3LlSgwYMADdunXD4sWLfZYmR0RERERERERERERERERERERERHQ7s1ps+Oq9Za6QE7vNgdwsoyvkRK1WIiBIVyUhJ5czTmHVvhlFhpzUDWqO++6ejFYNeng15KQglUqBgCCd629tbTYHcrNvBL78+ctOLJixtsiNAEREVHPZLM6/ZXf9eq+hgVaCIMBV+fUbk3/bqpPw8PBCbTNmzPAobMRbjh8/jh49eiAmJqbM6zocDsyYMQORkZHIycnxeJzJZMLIkSNLDTm52ffff4/o6OgKPf/Yt28fBg4cWGrISUEWiwWTJk3CzJkzy70uAFitVjz55JN44YUXPAo5udmBAwfQo0ePGrXZevv27ejRo4fHIScFmc1mTJkyBdHR0bDZbJVQnbvvv/8e48ePLzXkpKCTJ0/innvuwdmzZyuxMqLS9RrWCXcPcO4D1ujUUKqcr+PMRgus5sr/+akKsiTDkG2CdD3ATB+ghSAIEBUinv1kLFTqsgVukTN04MCBAxg9enSFQkx1Oh0effRRj/q+8847+OCDD8ockFbZcwHAo48+it27d2PgwIEVmic4OBgPPvigV2qqKhqNBqtXr8aIESM8HiMIAp599lksXboUarW6TOvVqlULq1evxmeffYbQ0NCyluume/fuVR4SCABdunTB4cOHMXbsWI/6N2nSBH/88QdeffVVAEB2drbb+eDgYG+XWKk6dOiAuXPnYsOGDahXr57H47788ku8/PLLZVrL398fCxYswPPPP1/WMkvVunVrDB5cOCirS5cu6NGjh9fX86Ua+yjZrl07rF+/3nV87NgxdOvWzYcV3brOnU4F4HzSlf/mgLIK/keIp0zWXOw6E4fLWacLnQvS1UHvVmMQ4uf5L6TqQBAFiIIASZbhsDsAqJBy/hqsFhvUGpVX12rQoIFbOMncuXPx9ddfl2uumxPJbp6bqhe9Xo9JkybhmWeewR9//IFp06a50u0K2rdvHx599FG89dZbeOWVV/DUU08hICDABxUTERERERERERERERERERERERER3V5sVju+em8ZDu866zo25JqRv41Wp1dDo1VVaPOPJ6x2E/afXYWzqfsLnVMq1OjSbBha1utW6XUAzitk+wdqYTJYYLHY4XBIyMs2wT9IB4VCRMKyvZBl4PGXh1RJPUREVPmc+yoA4BYIshIEQJZdt0RyVF14iKcGDRqEadOmubXt3LkTjz76KL777rtK3/CYmJiI3r17Iysry609ICAADz74IPr27YsWLVogKCgIBoMB586dw/r167F48WKYTCZX//Xr1+OJJ55AbGysR+tOmDABa9euLdTevXt3PProo+jYsSNCQ0ORlpaGvXv3IiYmxnXh7qVLl5ZpM2VBqampiIyMREZGhlu7SqXC6NGjMXz4cISHh0Or1eLKlSvYunUrfvnlF1y86LxQ9KuvvopJkyaVa21ZljFmzBj88ccfhc71798fERER6NSpE2rVqgVRFJGWloadO3di0aJFOHPmjKtvRkYGoqKisG/fPjRr1qzQXN26dUNeXp7r+NixYzh+/LjrWK/XY9iwYcXW6efnV67bV5QdO3Zg0KBBsFgsbu21a9fG2LFj0atXLzRt2hSBgYHIyclBYmIiEhIS8Pvvv7tdQHjRokUICwvD9OnTvVbbzVatWoVnn322UIhOnTp1MG7cOAwYMAANGjSA0WjEmTNnEBsbi5UrV0KSJKSlpWHs2LHQ6XSVVh9RaQRBwMT3onBifxIM2Sb4BeiQm2WAJMkw5pogCIDKy3slq5IsyzDkmGC//jxFq1O7gk0eeLIfmndo5MvyarSGDRti2bJlOH78OGbMmIGEhAQkJSWVOq5BgwYYNGgQhg4dipEjR3q8B1IQBEydOhVPP/00fvnlF2zfvh1Hjx5Feno6cnNzyxRs5c258rVv3x7r16/H7t278c0332D9+vUe7dtt3rw5Bg0ahMjISAwfPhwajabMa/uav78/li9fjiVLluC///0v9u0rHLwLAEqlEoMGDcL777+PPn36lHs9URTx1ltv4YUXXsD333+PpUuXYu/evaX+u2m1WvTp0wdDhgxBVFQU2rRpU+4aKqpBgwZYsmQJDh06hKVLl2LdunW4ePEi0tLSoFKp0KhRI3Tp0gUjR47EmDFjoFI5fw9bLBbk5ua6zRUUFOSLm1AqrVaLoKAghISEoH379rj77rsxZMiQcudMKBQKTJ8+Hffffz8++eQTbN68udi+wcHBiI6Oxttvv41GjSrv93x0dHSh1yblfc5fnQnVIa1aEIQcAAGA80WnJ2mZs2fPdku5+cc//oH//Oc/lVbj7WzW1N+xY+1ROOwO5GQZAQD+QTqoVL7PybmQcRy7zyyHxW4sdK5t/d7o1GQQFGLNfLKbm22E3eaASq2Ef6DzReWXS15A3UblTwLbtGkTBgwY4Nb21ltvuf3s1KpVC5cvXy5zWtnVq1fRsGFD1wO2RqPB888/j6+++sqtX1JSUpHpvlQ97Nq1C1988QWWLVtWbOpxYGAgnn32WUyePLnSHoiL+l7l9w4RERERERERERERERERERERERHdTuw2B2ZMjcW+bacAuIecCALg56+tkqtDX8o4id2n42CyFv4b77rBLdCj1Sj4a0MqvY6bybIMq8UOo8G5SVUQBAQE6qC4fkHH+x/tiUcmDWDYCRHRLeD53u8jMy0HZqMFpjwzBEFAcFigr8sqM1mWkXXV+Xiq99dCo9egTuNa+HrjP31cmTubzYa2bdvi7Nmzhc4FBgbisccew+jRo9G3b98y7z0pjclkQq9evXDo0CFXmyiKePXVVzF16tQSNyynpqbiySefxOrVq93aZ86ciRdffLHEdZctW4YxY8a4tel0OsyZMwePP/54kWMcDgc+//xzvPvuu5BlGYIgFAqk2LhxI/r371/i2qNHjy4UxtK5c2fExMSgffv2RY4xGo149913XRc6FkWx0B4QT/YMfvrpp5gyZYpbW48ePfD999/jjjvuKHacw+HAzJkz8Y9//MNt42/Xrl2xe/fuUp9/ffDBB/jwww9dx02bNkVycnKp9RZ08xpz587FhAkTShxz9epVdOnSBZcuXXK1abVafPDBB3jllVdK3AB+5swZPProo9izZ49b+4oVK/DAAw+UuO6ECRMwf/5813G/fv2wadOmEsdkZ2ejQ4cObrUCwLhx4zBr1qxiA4d27NiBcePG4dy5cwBQ6PvyiSeewLx580pcm8jb/lp9CN+89QsAZ3hZbpbR+XsTgF+Qvkpe13pbfsiJzeoMQNJoVdAHOPeANm5ZFx8vfqlG3q7q7Pz58zh06BDS09Nx7do1WCwWBAQEIDAwEM2aNUPbtm1Rt25dX5dZZU6dOoVjx47h2rVruHbtGux2OwICAhAcHIwWLVqgXbt2CAmp+vdqKtu5c+ewZ88enD9/HiaTCbVq1ULDhg3Rp08fhIaWf+91SQwGA/bs2YPLly/j2rVryMnJgVarRUBAAOrXr482bdqgefPmUCpr9s/8X3/9hd69e7u17du3D3fddZePKvKdtLQ0bNu2DZcuXUJ2djY0Gg3q1q2Ldu3a4a677oJCoaj0Gh5//HEsWLDAdRwYGIhLly7B39+/3HMGBgYWDLPJlWXZ5y+qa+xPzc0v1AqmOJJ3ZV0zAAAk6caLGlEUfVUOAMBmN2Nf8mqcvXqg0Dm9Ogg9W45CvaDmPqjMe0TR+YJbLnC/Z13Lq1DQSVE6duyIbt26uV5oX7t2DStWrCj0Bk1pFixY4PbmxMiRIyvtiQFVnh49emDJkiU4e/Yspk+fjp9++gkGg8GtT05ODj7//HN89dVXeOSRR/D666+jc+fOvimYiIiIiIiIiIiIiIiIiIiIiIiI6Bb184y1xYScCPAP0EKpqtw/qrfaTdh/dhXOpu4vdE6pUOOuZsPQol43nwWJCIIAjVYFQRBgzDNDlmXk5pgQEKSDQiHiz192olbdQAwd3dUn9RERkfeoNM4L4OY/5siy7AqWqFEK5E7k114dN0GrVCpMmzYNo0ePLnQuJycHs2bNwqxZs6DRaNCpUyd069YNd999N7p27YoOHTpUaM/Rxx9/7BZyolAoEBMTg4cffrjUsXXr1sWff/6J0aNHY/ny5a72Tz75BE899RS0Wm2R4+x2O15++WW3NqVSiWXLlmHYsGHFrqdQKPD2228jKCgIzz//vEfBIjfbsmVLoZCT9u3bY/369SXuydHr9Zg+fTp0Oh0+++yzYi90W5Ljx4/jn/90D9mJiorCkiVLoFKVfNFphUKBV155BY0bN8bYsWNdt33v3r1Yvnw5oqKiylxPVXj55ZfdgkP8/PywcuVK9OvXr9SxLVq0wObNmzFgwADs2rXL1f7Pf/6z1KCT8vj0008LhZyMHz8eP//8c4m/+3r37o0NGzagT58+uHLlSrm+L4m8rdewTriQeAXLv98IhVIB/yA98rKdYSeGbCP0ATqotTXnYveyJCMvx3mRewBQa5SukJPgsAC8NuOJavn4XtM1adIETZo08XUZ1Ubr1q3RunVrX5dR5Zo2bYqmTZtW6Zp+fn6lBtfdCtavX+92rNVqSwy+u5XVqVOnyNdCVSUjIwNLly51a3vssccqFHJSXfk2raICbg46OXbsmI8qufVlpjvTeQq+6M0P4fCFtJxzWHX42yJDTsJr34n7Oj1f40NOgBtvWhW83zOv5hbXvUKefPJJt+O5c+eWeY6bx9w8J9UszZs3x4wZM3D+/Hl8+umnqFevXqE+drsdCxcuRJcuXTBkyBDEx8fzDRAiIiIiIiIiIiIiIiIiIiIiIiIiL1gbtw/rlzsDRuw2h3vISWDlh5xcyjiBlfu+LjLkpF5wSwy/azJa1u9eLTaYqzVK6P21EODc+J6XbYLD4fz72wUz1+HIvmSf1kdERBVXq14wAEBU3NgG5bCXPdjB1xwOh+trUem8LaHXb1t1M2rUKPz73/8usY/FYsHu3bsxa9YsTJw4EXfeeSdCQ0MxfPhwfP3110hLSyvTmjk5Ofj222/d2t566y2PQk7yiaKI+fPnu4WEpKamul0N/WZxcXGFAiVeeumlEkNOCnruuefKHXRx8+0VRRHz5s3z+MLDn3zyCTp16lSutf/zn/+4fU+2aNECixYtKjXkpKAHH3yw0P6hzz//vFz1VLYzZ85gyZIlbm1fffWVRyEn+XQ6HWJiYtzuo4MHD2Lt2rVeqxNw/mz9+OOPbm2NGzfGnDlzPHr+3bx5c8yaNcurNRFV1NgXh2LII70AAP/P3n1HR1H9bQB/ZntJD0nohA6h1wRCR3rvAgIiSFH8KSjF1wpWFBFBEaSLgkoVBQFBqdI7JEgLTSSEkJ5sn/ePJSvDhpBNNtkkPJ9zOHDvzL33uyUhmZ15RqGUw8tXC0EQIAJIS8mAId1UJK5Ls1ptSE16MORECb2PPeTEy0+H178ZjWA33+ieiCi/mc1mLFiwQNLXqFEjl34uJPdZsmQJDAaDpG/8+PEeqiZ/FdlYsKCgIJQoUQJ3794FAFy5cgUZGRnQarUerqz4SYxPBWBPmgPsH5B44kMJq82CMzf+RNStfZDE2AJQybVoUqk7KpQoPulQmQm29uddBCA4Xgt3GzJkCF599VVkZGQAALZt24Zbt26hdOnSORp/+PBhnD171tEuW7YsOnbsiKNHj+ZLvSRlNptx5MgR3LhxA3FxcUhOTkZAQACCgoJQr149VKlSJddzBwQE4PXXX8ekSZOwevVqzJo1C+fOnXPab8eOHdixYwdCQkLQtm1bdOrUCTVr1kSTJk3ylMb8OLGxsTh8+DCuXLmC1NRU+Pv7o3Tp0ggPD0epUqXyZc2bN2/i5MmTiIuLQ1xcHORyOYKCglC2bFk0a9Ys3/8funXrFo4ePYqrV68iJSUFCoUCISEhGDp06GN/cDQajdi/fz+uX7+O27dvQy6Xo2TJkqhbt26uD24SERERERERERERERERERERERGRe507fhUr59ovlrRabUh1hJwAXt4aKBT5F3JiMmfg2JXNiLnjfENChVyNhpW6oHJI40IRcPIglVoBQIO0VANsooi0FAO8fbWwWW2Y+/Z6vPfNSISU8fd0mURElEuhtcoi+shlyf+BVos134O/3C3zomgAkN9/LBVrl/NUOY81bdo01KhRA2PHjs1xaElSUhK2bNmCLVu24LXXXkPPnj3x/vvvo2bNmo8du3jxYiQlJTnavr6+eOONN1yu29fXF6NGjZIEbmzZsgXPP/98lvs/HCih0+nwzjvvuLTmJ598gl9++cWlMampqVi/fr2kr0ePHmjSpEmO55DL5XjnnXdcvuN8bGwsVq1aJembMWNGrq6HePXVV7F06VJH++DBg0hISIC/f+H62euLL76QBLtUq1YNo0ePdnmeypUro3fv3lizZo2jb8uWLejQoYNb6gTs4Tvx8fGSvrfffht6vT7Hc/Tt2xcRERE4ePCg2+oiygtBEDB8Wg9kpBqw79cTUCgV8PbTITUpHTabiIw0A8wmM3TeWsjl+XctWm6JogiTwYyMNKMjkEWtUULnbf++qfVSY8r8kShbOcSTZRIR5crrr7/uFPw3YsQID1XzZDMajfjiiy8kfe3atUOtWrU8VFH+KrJBJwBQs2ZN7N27F4D9B4W///4b9evX92xRxYzFbEVGmhEAYLsfdCLzwAcTyRnx2H/hRySk33baVtK3MiIq94FO7VPgdeUnmcz+PIsARBsgyIDkhLR8WcvX1xd9+vRxHKSwWq349ttvMW3atByNf/CABGD/Dyy34RYPf/C1bNkyPPvssy7NcfXqVVSsWFHS9+eff6JNmzbZjmvTpg12797taI8YMQLLly/P8Rp5ld16Wdm8eTMWLFiAXbt2ITX10SE4oaGhGDx4MCZPnuzygaKHX4+lS5eidOnSmDVrFnbs2OG0f2xsLH744Qf88MMPAAB/f3+MHTsW06ZNg6+vr0trZ2fHjh344IMPsHv37izTOmUyGVq0aIHJkyeje/fueV4vLi4Os2fPxs8//4zo6OhH7qdWq9G6dWu89tprLh+kevfddzF9+nRHu0KFCrh69SoA+/9xK1euxNy5c3Hs2LEsx/fu3Rt+fn5Zbrt69SrefvttbNy4ESkpKVnuU65cObz44ot4+eWXodFoALj2NUFERERERERERERERERERERERER5d+dWIua+vQFWiw3i/cAOURQhANB7a/L1gu5/4s/j8KWNyDA5n2dWyr8qmlbpDb3GL9/WzyuVWgFRVCM9zQir1Ya0FAO8fLRISzHgs9fX4N2vR0CnV3u6TCIiyoXMMBBBJkAml8FmtcFqtgJF7F7JVos9ZEEulznO1S/MQSeA/Tz1Dh06YP78+Vi4cCEuX76c47EWiwXr16/Hzz//jClTpuD999/P9lqTrVu3Stp9+vSBTqfLVd3t27eXBJ3s2bPH/jPVQ9dI2Gw27N+/X9LXu3dvl69/qFGjhsuhEocPH4bZbJb0DR8+3KV1AaB79+4ICAjAvXv3cjxm586dkrU1Go3LYSmZwsLCULJkSdy+bb/my2azYe/evejZs2eu5ssvD7+/hgwZkuvwvvbt20uCTh687sIdHp5Pq9Vi4MCBLs/z7LPPMuiEChWZTIYx7w2ASqvCH2sOQa6Qw8tPj7TkdFgtNljMVqQkpEGrV0OlURaagE2r1Yb0lAxHYJkAQKNXQ6Oz/37p7afD1AWjUDGsjAerJKInndFoxIoVKzBixAio1Tk7/iWKIj744APMnj1b0u/n54ehQ4fmR5n0GJ9++qlT6Mwrr7zimWIKQOGLNnNBWFiYpB0VFeWhSoovi+W/pEpkZgkU8M+HZosBf0Qtdwo5kQsKNArtirY1hxW7kBMAkudZvP/kW622fFtu5MiRkvayZctyNC4jI8MRapHJ1WAScs3JkycRGRmJ7t2749dff8025ASwh1x89NFHqFixolMojasEQUCnTp0wZcqUHIWmJCQk4OOPP0bt2rXd8j3aYrFg3Lhx6NChA3bt2pVlyAlgPzC2Z88e9OjRA/3790dycnKu1rNarZg+fToqVaqEjz/+ONuQE8D+w+D27dvRsWNHPPXUU4iNjc3Vug+6desWWrRogREjRjwy5CQ7c+fORa1atbBy5cpHhpwAwI0bNzBt2jTUr18fFy5cyEvJRERERERERERERERERERERERElAtWixXz3t2A1OQMAEBaisFx7qhWr4ZSmT/3uDSZM/DX32uwO2qlU8iJUq5GeNU+aFNrRKEOOcmk1iihVisBAOYHbvj4z9W7WDFnmydLIyKiPKhUp7zj3wqFPfRLcr1LEWG9f4G0/IHgskqFPOgEAPR6PSZPnoxLly7h0KFDeOedd9C+fXt4eXnlaLzVasVHH32E3r17w2rN+nUzm83466+/JH2NGzfOdc1ly5aVtO/du4c7d+447Xf27Fmn8+yfeuqpXK3p6rhDhw459bVs2dLldZVKJcLDw10as2vXLkm7du3ajhum5sbDz/fjrr0oaLdu3cLFixclfe58f7n78T4cTtKkSRP4+Lh+7Vxu38tE+Ukul+G5N3ujx3OtHW0ffz20OjUE2C+6T081IDUpPV+vpcwJURRhzDAhJSHNEXIiV8jg7a93hJwEhPjg7RXjGHJCRB5nNpsxduxYVKhQARMnTsS+fftgNBqz3DctLQ0bNmxA8+bN8dZbbzldp/vpp5/mOnCQcsdqteLrr7/G9OnTJf1NmjRBjx49PFRV/sufo90F5OGgk8L2S1BxYLX898Ng1nEC+e/E9d+RbkqS9PnrS6F5lX7w1QV7qKqCIEk6ASB9Pdytffv2qFChAq5duwYAuHDhAvbv34/IyMhsx61btw5JSf+9Pq1atUKVKlXyrc4n3YYNG/DMM88gPT3d5bFJSUkYNWoUoqOjJcnEualh4MCBsFgsOR5z8+ZNtGrVCqdOnUKZMrn7xU0URTzzzDP48ccfXRq3bt06/PPPP9i2bZtLB3aSk5MxaNAgp9TenNq5cyfCw8OxZcsWp/+vcurff/9FixYtEBMTk6vx7777rtMPNo/z999/o0WLFkztJSIiIiIiIiIiIiIiIiIiIiIiKmCbfzyEK+f/BQBkpJtgvn8hlVqtgEqdP6d934yPxpFLPzsFnABAKf+qaFq1N/Rqv3xZO79o9SpYrTZYLFYYDGbIFXKo1Ars23YW4W1qomFkVU+XSERELipVMQgavRqGNKM9JMRohtVihdVqg1xeNO4BnVkv8F9Yi5evDkFlAzxZlsuaNm2Kpk2bArDfoPTChQs4ceIEjh07hr179+LYsWOPDDP55Zdf8Nprr+Hzzz932vb3338jLS1N0jdhwgRMmDDBbbXfu3cPISEhkr7z58877dewYcNcze/quCtXrkjapUqVQlBQUK7Wrlu3Ln777bcc73/8+HFJ++jRoxAE990Z+969e26byx0efrwA0L17d7fNbzAYkJGRAa1W65b5Hn5f5vY9WblyZfj6+kqu+yIqDARBwNOvdEGJ0v74ftZmmAxmaPRqKNUKpKVkwGqxwWK2IiUhDSqNEmqNEnKF/PETu4koijAbLTBmmBzBagIAjU4NjV6FzOs+qzcMxYsfP43Akn4FVhsR0ePExsZizpw5mDNnDpRKJapXr47g4GB4e3sjNTUVcXFxiIqKeuT1wQMHDsTo0aMLuOonz1dffYU///wTgP1n5+joaNy+fVuyjyAI+OyzzzxRXoEpVkEnUVFRHqqk+HLj76i5EpsUg0uxRyR9NUo1R73yT0EuK9Jv3xxwjpYRZPn3ggiCgBEjRmDGjBmOvmXLlj026GTp0qWS9siRI/OlvsJGr9ejX79+uR5/6dIlnDp1yqUxa9aswaBBg5zS0cqVK4f+/fsjPDwcZcqUgZeXFxITExEVFYXNmzfjt99+k4yZNWsWypQpg1deecXluk+ePImFCxc6fogJDQ3FwIEDERkZidmzZ2P37t2OfWUyGWy2/8J54uPjMWbMGGzevNnldQHg888/l4Sc1KxZE8888wwaNWqEoKAg3Lt3D2fPnsWqVatw5Ij0+8bBgwfRt29f/P777zk6+GY0GtG+fXscPXpU0i+Xy9G5c2e0a9cOderUgb+/P6xWK27fvo19+/bhu+++k/wwce3aNXTv3h3Hjh2Dv7+/S4/XZrNh8ODBjpATQRDQpUsXdO/eHdWqVYO/vz/u3r2LCxcuYNWqVU6Pa8mSJVmGnJQtWxaDBw9Gq1atULJkSWRkZCAmJgabN2/Ghg0bYDabERcXhwEDBrjtIBsRERERERERERERERERERERERFl72ZMHNYt2QsA9oCODBMA+4XQWr3arReeAoDRnI5jVzbj6p2TTtuUcjUaVuqGSiEN3b5uQRAEAXpvDVKSRFc1XgABAABJREFU0mGziUhPM0KhlEMmE7Bk1m+oVqcsvHx4fhwRUVEik8lQo3ElnNwdDZVGCUOqASIAU4YJWi+Np8vLEeP9/9sFACqNEgBQo2nlIvl/bSaZTIYaNWqgRo0aGDx4MAAgLi4Oq1evxqxZs3Djxg2nMXPnzsXo0aNRq1YtSf/du3fzvd6swjcSEhKc+kqXLp2r+V29KWxiYqKkXaJEiVytC8DlgJT8fr4LW9BJQb2/cntj4AcZjUZkZGRI+nL7nswcy6ATKqyeGhiBOhFV8c07a3H+WAzkCjl8/PUwpJlgSDdCFEUYM0wwZpigVCqg0iqhVCny7f9Oq9UGU4YJJoMZtgeuxZMrZNB7ax1hKyq1Ak+/0gUdBjeDTFY0AteI6MlkNptx9uzZHO//wgsv4IsvvsjHiijTkSNHsG7dumz3efXVV9GyZcsCqsgzinRSRM2aNSVtBp2434NJdwV97MRiNeHQ5Z8lfSE+FdGgQqcifSAnV+4/XFk+Jw2PHDkS7733niMU46effsIXX3wBvV6f5f4xMTHYtWuXo+3t7Y0BAwbka42FRVBQENauXZursVevXkXz5s0lfXK5HH379n3kmAsXLmDUqFGSwBJfX1989tlnePbZZyGXO6dStmnTBi+88AKOHTuGp59+GpcuXXJsmzJlClq1auVyquvcuXMhiiJkMhk++OADTJo0CSqVCgAQHR0tCToZPnw4fv31V8kBoS1btuD48eO5SpP98ssvAdgPhn788ceYNGmS0+N+6qmn8Morr2DFihUYP3685ODOzp07sWDBAowfP/6xa7300ktOISddu3bFV199hdDQ0CzH9OrVC++99x6mT5+OmTNnOl6rmJgYPP/88y6/X27cuOE4sFu9enV8//33aNSokdN+HTt2dEqpvnHjBiZNmuS078svv4wPP/wQOp1O0t+yZUsMHz4cUVFRGDJkCE6dOoXjx4/zl20iIiIiIiIiIiIiIiIiIiIiIqICYLVYsfCjX2GxWCECSE81AsgM7HB/yMnN+GgcvrgRBnOq07ZS/tUQXrU3dGpft65Z0GQyAXovDVKSMyCKItJTDfDy0SIxPhUr5/2O8W/09HSJRETkorYDm+Hk7mjIZDIo1EqYjWaYDCZo8iEQzN1EUYTJYAYAKNVKCPfP0243sJkny8oXQUFB+N///ocxY8bgpZdewuLFiyXbbTYbZs2ahWXLlkn6CyIYw2w2O/VlFXTi4+OTq/l9fV37+enhoJPcrpubsfn9fGf1XHuSp95fueHO9yTg+vuSqKCFlA/EG0uex+8/HMQPc36DyWCGRq+GUq2AId0Es9EMEYDZbIHZbIFMJkClUUGpUkCukOX5ZwCb1QaLxQqTwQyzySLZJpfLoNaqoNYqkXmBZ/WGoRg7YwBCygfmaV0iIndTKpVo1aoV9u3bB5vN5tLYJk2a4M0330TPnjxeVli88MILmDlzpqfLyHdFOuikdOnS8PHxQXJyMgDg4sWLMJlMjovuKe8USjkEARBFR9aGJGghP5258SdSjf/9IimXKdG0cq9CfwDKXR58mjMfs0qVv1+yoaGhaNu2Lf744w8AQEpKCtauXYsRI0Zkuf+yZcsk74eBAwc+MhSF7OLi4tCxY0f8+++/kv758+dn+0PAyJEjkZKS4mgHBwfjzz//RFhY2GPXbNSoEQ4cOIDw8HBcuXIFgP0AyowZM7Bx40aX6s98vb///ns8/fTTkm0RERGS9vXr1/Htt9+ia9eukv4lS5bkKugkc+0FCxbg+eefz3bfESNGIDg4GD169IDVanX0T5s2DUOHDs32IM/27duxaNEiSd+ECRMwb968x9ao0Wjw0UcfITg4WBI0sm7dOpw4cQINGjR47BwPq1q1Kvbu3etSwvI777zj+L8x07Rp0/DRRx9lOy4sLAx//PEHWrZsiaioKJd/oCUiIiIiIiIiIiIiIiIiIiIiIiLXbV17FFfO288rNKQZYbXaz93S6lRuvWGV0ZyOY5d/xdW4U07blHINGlXuhorBDYrNuboKpRwajRIGgxlmsxUmowUqtQL7tp1F86dqoV54ZU+XSERELmjUvjb8g32QcCcZGq0KZqMZNpsIs9EMlaZwX0dkMpgd58OrdfZag8sFom6rmtkNK9I0Gg2++eYb3L171+m6ha1btzrtbzQanfratWsHf39/t9Xkyjn5ueHq9VZqtVrSNplMuV7b1bEPP9+VK1dG/fr1c73+w5o0aeK2udwhq/dXjx493HoNYn5eT5WXn88L6jpAoryQyWToNKQ56reojm/eWYvzx2IgV8ih99FCtGlgNJhgzDDDZrPBZhNhSDfCkG6EAECmkEOhkEGukN//k3X4iSiKEG0irBYrLBYbrBYrrBYrbDbp14gAQKFSQK21h6lkUqkVGPRyZ3Qc0pw3liaiQkmtVmP37t24c+cO/vzzTxw4cADnzp3DtWvXcPfuXaSlpUEURfj5+cHf3x+VKlVCy5Yt0a5dO6drg6ngabValClTBpGRkRgzZgyaN2/u6ZIKRJEOOhEEAWFhYTh48CAAwGq14tKlSzm68J9yRi6XwdtPh+SEdEdirGgTIYpivn6IEZ/6D87/+5ekr265dvDWBOTbmoWNeD9gQBD++4XUL9Ar39cdOXKkI+gEsIeZZBV0YrPZsGLFCqex9Gipqano2rUrLl68KOmfPn06xowZ88hxu3btwl9/Sb8eVq5c6dL3uhIlSmD58uVo1aqVo2/Tpk24cOECqlWrluN5AGDs2LFOIScA0LhxY8hkMkc4xuHDh9GxY0eEh4fj0KFDjv327Nnj0noP6tOnz2NDTjJ16dIFL730EubMmePoS05OxrfffosJEyY8ctyHH34oabdo0QJz5851qc6JEyfi119/lXwtzZo1C99//71L8wiCgBUrVrh0QDUhIQE//PCDpK9+/fp4//33czQ+ICAAy5YtQ7NmzRh0QkRERERERERERERERERERERElM/SUgzY+O1+AIDFYoXBYL8TvFIph0rtvlO9b9yNwpFLP8NgTnXaVtq/GppW7Q2duvjd7V2jU8FsssJqsyE9zQiFUg6ZTMDqBX+iTpOKvECNiKgIkSvkaD84Emu/+A0KlQJyuQxWqw2GNCOUamWhDeoSRfsF2YD9MSiU9v/fnxocCbm8eP8/JAgCPv74Y6egk9u3b+PmzZsoW7asoy8gwPl6oUmTJqFbt275WmNWQSrJycm5CkV5+Galj+Pn55en8Q9KSkpyaf+AgADcvn3b0W7QoAHWrFmT6/ULu6zeXx999BFq1arlgWqyl9V70tXX90F5eV8RFbSQ8oF4Y8nz+HPdEWxevgexN+IhyARodGpodGqYTRYYM0wwmywAABFwBJYAZsc8AgAIAgTBvpOIx4f+yGQCVBoV1Fql5PdEuUKGJu1rY+BLnRBSPtDdD5mIyO2Cg4MxaNAgDBo0yNOlUDaWL1+O5cuXe7oMjyvyvxE/fKF/VFSUhyopvvxLeAOw/7AGZP5gl3/rWW0WHLy0ASL+WyTQqwyql2qWf4sWQplpgDLhvy9T/yDvfF+3X79+8PX974OqPXv24PLly0777dixA9evX3e0q1WrhsjIyHyvr6gym83o168fjh49KukfN24c3n777WzHzp49W9Lu0KEDOnbs6HINLVu2lKTiiqKI3377zaU5FAoF3nzzzSy36fV61K1b19FOTU1FVFQU+vbtK9kvOjoa6enpLq2baebMmS7t/+6770Kr1Ur6Fi9e/Mj9jx8/jt27dzutmZuD3q+++qqkvXXrVpeTcDt06IBmzVz73rdmzRpkZGRI+t555x3I5fIcz9G0aVN0797dpXWJiIiIiIiIiIiIiIiIiIiIiIjIdZu+P4D0VAMAICPNBMB+UbDOS+2WC7YN5jTsP/8j9kZ/7xRyopRrEFGtH1rXGl4sQ06A/55LIPNCc/tzfOPyHfy1g+edExEVNe0GNoNcYb/GQqO3f3/PDDsprDJSDbBZ7Teg1OjsNStVCrTuH+7JsgpM9erVUaFCBaf+uLg4STurYJErV67kW12ZsgqVuHXrVq7m+ueff1zav0SJEpL2tWvXYLFYcrV2Vtf9ZOfh57sgnmtP8tT7KzfUarXTdTC5fU8CwL///pvXkogKlEwmQ/sB4Zj1y6uY+vVzaNimJoT717UqVQp4+ergF+gNL18dtHo1VGqFU4BlZrCJzSbCJopO13MJABQKOdRaFfTeWvj46+Eb6AWtXu2Yyz/YB/1f6IAvtk7DS58OYcgJERFRPmDQCT2WX6AXgP+CTgBAtNnybb2of/YiKeOOoy0T5Aiv3EcS+PEkyAw6ER543jNfi/yk1WolSV2iKGaZCrV06VJJe+TIkfldWpEliiKeffZZbN++XdLft29ffPXVV9mONZvN2Llzp6Rv6NChua6lffv2kvbDoR6PExkZKUlNflhERISkffDgQdSvX1/SZ7Vac3WgpHnz5qhatapLY3x9fdGnTx9J3+nTp5GQkJDl/lu3bpW0Q0ND0bx5c9cKva9NmzaSX5Tv3buHM2fOuDTHM8884/K6+/btk7QDAgJylWI9YsQIl8cQERERERERERERERERERERERFRzt2LS8G2tUcAAGaTBRaLFQCgeegO0rl14+45bDn2Ba7FnXbaVjqgOro1+h8qhTR0S6BKYaZQyqFSKwAAJqMZ1vsXm69dsttxJ3AiIioa/EN80aJXYwCASqOCUmX//m5IN8JiLnzf0y0mC4wZ9pAtpVoJlUYJAGgzIBw+Afl/fUhhUbp0aac+k8kkaVeuXNnp5p6uXu+QGzVq1HDqO3HiRK7mcnVcgwYNJG2DwYBz587lau3jx4+7tH/16tUl7dOnTyMxMTFXaxcFDz9eoGDeX7n18Psyt+/JK1euFOvXlYo3mUyGupHV8OrcEfh8yxT0Gt0WPv56APbrLZUqBTQ6NfQ+OvgGejnCT3ReGmj1amj1amh0amh19n/rvDSOUBO/IG94++uh89JApVFCrpDDHn8C1A6vglc+fwZfbJ2KPuPawz/Yx4PPAhERUfFW5JMjatasKWkz6MT9/Et4A5AGbmSGcLhbYnoszv2zR9JXq0wr+OmC82W9wiwzTEYm/+959w/yLpC1n3vuOUl7xYoVsD0QbpOQkICNGzc62nK5HMOHDy+Q2oqiSZMmYdWqVZK+Vq1aYdWqVY/9IPLIkSNIT0+X9DVu3DjXtTwcUhIdHe3S+GbNmrm0/eDBgyhZsqTTfklJSS6tCwBPPfWUy2MA53AXURRx6NChLPfdtWuXpJ2X51qn0yEgIEDS5+7nOysPP7aIiAgolUqX52nRooXLY4iIiIiIiIiIiIiIiIiIiIiIiCjnNizf5wjayEi3X+wrkwlQa1w/5+tBBnMa9kX/gL3Rq2Awp0m2KRUaNKvWH63DhkGn9s3TOkWJVquCAPudvQ33n+u4f5Pwx6bcXTRKRESeM3Rab/jev85F56N1BHalJ2dAFPPnWpfcEEUR6SkZAACZIEDvrQEABJT0xaBXe3iytAKX1fUDwcHS64R8fX3RpEkTSd/vv/+OjIyMfK2tdu3a8PaWXquzY8eOXM3l6riHbzQLABs2bHB53StXruDUqVMujXn4+gyLxYLNmze7vHZRUatWLZQqVUrSt2nTpkL1PeNBD783Dh8+jJSUFJfnye17maiwCSrtj4H/64S5v7+Olz8bik5DI1G9QSjUWpVjn8zwE7VWBY3ufsiJXg3N/cATtVblFGoCAMFlAxDesQ4GT+yCTze9itcXjUaT9rXv70dERET5qcgHnYSFhUnaDDpxv+Ay/gAAuVzm+BHOej8x3p1sohUHL22ETfxvbj9dCMLKtHT7WoWdKIqwWuzBInK5/ctUpVY4UgfzW3h4uORr68aNG5Jfbr///nsYjUZHu3Pnzlkm7BIwc+ZMzJkzR9JXp04dbNq0CWq1+rHjs0rVrV27NgRByNWfCRMmSOa6d++eS48nq9CSBz18MOXgwYNOB/0AIDU11aV1AaBhw4Yuj3nUuEcFjjz8fK9duzbXz7UgCLh7965kPleeb6VSicqVK+d4/0wxMTGSdr169VyeA7AfOA4JCcnVWCIiIiIiIiIiIiIiIiIiIiIiIsrevbgU7P7NfkGqyWiB1Wo/b1SjVTku2M6N63fPYvOxL3D97hmnbaUDqqNbw5dRMaRBntYoimRyGVT3A2RMJgss98/T3bTqACxm958XTURE+cfbX4/R7w8CAMhkMujuB4hYrTakFZKwE1EUkZaU7vj/XeuthXD/JqljPhwMvY/Wk+UVqKSkJFy+fFnSp1AonEInAPu1KQ9KTk7GV199la/1yWQyp5uEbtiwAcnJyS7Nc+HCBRw4cMClMdWrV0eVKlUkfcuWLYPBYHBpngULFrj8vu/UqZPTz4MzZ84sFF8/+aVTp06S9sWLF7Fu3ToPVZO9Nm3aSNoZGRn46aefXJ5n+fLl7imIqJBQqhRo2qEOhk/tgbdXjMOiv97FJxsnYfyHA9H5mUhUbxiKkHKB8Avyht5XC5VGCa2XGj4BXihRyg9lK4cgolNdDJ7YBa8vGo1v9r2Dz7dMwf9mDUX3ka1ROjTI0w+RiIjoiVLkg07Kly8PnU7naF+4cAEWi8WDFRU/odXuBxsIAuQK+1sm8+C+O/3970HcS/vH0RYgILxyb8hlCrevVdjZrDZkHhrITP8rXyXEEXpSEEaOHClpL1u2zPHvpUuXZrsv2a1YsQLTpk2T9FWoUAFbt26Fr2/O7oLwcFCGu7kadOLj45Pt9qpVq8Lf39/RjoqKyjI11mZz/XtIbsN0shqXkJCQZU1Z9buTK8+3r6+vyx8kp6WlwWw2S/pKlCjh0hwPCgriL+hERERERERERERERERERERERET54c9fTzpuimdINwGw3xxPpc7debMGUxr2Rf+AfdGrYTSnSbapFFo0qz4ArcOGQafO/jzA4sweImP/tyHdfsO/xLupOLbvggerIiKi3Gj8VB1E9mgEAFBpVFCp7WFWZqMZ6SmeDTsRRRHpyRkwmyz361M6wrbaDIhAvVY1PVZbTp09e9Zt12YtWbJEcqNdAGjZsiU0Go3TvuPGjZNcIwYAH374oVNQiruNGjVK0k5PT8d7773n0hxTpkzJ1dpjx46VtK9fv44PPvggx+OjoqLwxRdfuLxuaGgo+vbtK+k7c+aM041+i5OJEyc6XaMxZcoUxMfHe6iiR+vVq5fTtSAzZsxAenp6jufYuHGjy+E7REWNXC5DmUrBaNG9IYZN6YG3l4/D7M2T8dXON/DN3new7PB7WPzXdHy96018sW0aZm6YiJc+HYLuI1ujdniVJyp4jIiIqDAq8kEnMpkMNWv+90u+0WhETEyMBysqfirW+C8lNTN0w2pxb3J5SkY8Tl/fKemrUbo5Ar3KuHWdouLBIJnMcJkHX4eCMHz4cCgU/31YtnHjRiQkJODUqVM4ceKEo79EiRLo0aNHgdZWFGzZsgWjR4+W9AUGBmLbtm0uBXa4GkTiKlcPPj4ueEMQBEREREj6Tp065XJdWXlcyMqjZBUqk1WgSWJiYq4CWFzxcAhJdvR6vcvzJyYmOvXl9nnL61giIiIiIiIiIiIiIiIiIiIiIiLKmsVsxR+/2M/FNJutsN4/d02jVbp8gywAuB53FpuPf4Hrd884bSsTUAPdGv0PFYPr52ru4kQmE6C+f6G52WyFzWa/CH7Hz8c9WRYREeXSiLf7wS/Ifr6z3lcLpcp+/YPJYEZ6smfCTkRRRFpSOkxG+3njSpXCcRF1QElfPPN67wKvKTfmzJmDqlWr4ptvvoHJZMr1PAcOHMBbb73l1D9gwIAs9w8JCcGECRMkfQkJCejRowdu3ryZ6zp+++03XLly5ZHbe/XqhTJlpNcvzZkzB9u3b8/R/N988w1+/vnnXNX23HPPISAgQNL3wQcfON2gOCtXr15F165dc/0aTZ8+HTKZ9NLCyZMn46effsrVfAAQExODzZs353p8fqpbt67Tey8mJgZ9+vTJ9U1zrVYrfvjhhyyv5cgLtVrtFMBz/fp1vPDCCzn63nb16lW8+OKLbq2JiIiIiMjdchf5XciEhYXh2LFjjnZUVBSqVq3qwYqKFx9/PQKDfRB/J9kRumGzibDZbE6/0OaGKNpw6MrPsIr/BS54awJRp2y7PM9dVGUGychkguM5Luigk+DgYHTt2hWbNm0CABgMBqxevRrnz5+X7Dd06FCoVKoCra2wO3jwIAYMGCAJEdHpdNi8eTOqV6/u0lwPJxfL5XL07t3bHWXmm4iICPz222+O9oPBOHnhzg9Ys5rr4ecaAOrUqYNq1aq5bd2wsDC3zZUVtVrt1JeXA8t5GUtERERERERERERERERERERERERZO7bvAhLvpgIAjBn287RkguC4QDunDKZUHL38C67fPeu0TaXQonHlHqgQVPeJDzh5kFqthCHDfvG50WCGVqdC1PFr+OfqXZQJLeHh6oiIyBXe/nq8umA0Phj+FQxpRuh9dUhLTIfZbIHJaIYt0Qadt9Zxw9/8ZrVYkZ6cAcv960GUKgW8fHUABOi8tZi8cIwj9KQouHr1KsaOHYs333wTTz/9NIYNG4YmTZrkaKzBYMC8efPwzjvvICMjQ7KtRo0aTgEOD3r77bexbds2yQ1Xo6Oj0aBBA3z++ed4+umnJTf1fZRbt25h/fr1WLhwIc6ePYu9e/eiUqVKWe6rUCjwxRdfoH///o4+i8WCPn36YOHChXjmmWeyHGe1WjF79mxMmzYNgP06BVcDdgICAjBv3jwMHTrU0SeKIkaNGoU//vgDb775JmrUqCEZk5SUhG+//RZvv/22I2CjSpUquHTpkktr16pVC9OnT5eE0VitVgwaNAh79uzBm2++iZIlSz52HqPRiN9//x0rV67EunXr8Oyzz6Jbt24u1VJQvvjiC/z111+S4Jy9e/eiUaNGmDt3Lrp165ajn52vXLmCNWvWYMGCBbh69Spu3LgBPz8/t9b6+uuv47vvvsM///zj6FuxYgVsNhvmzZuX5U2BAfs1TUOGDMGtW7cA5O59SURERERUEIpF0EnNmjUl7aioKPTq1ctD1RRPFWuUQvydZCgeOMBjMVuhUuc96ORS7DHcSb4q6Quv3AsKuTLPcxdFoijCYrIf2Hrw+a5YvWCDTgB7Mmxm0AkALFq0CDdu3HDap7Dx5C/g58+fR7du3ZCenu7oUygUWLNmDcLDw12e7+FkXqvVihUrVkCv1+e51vwSEREhabsr6CQpKclt4/z9/Z36AgMDnfo6deqETz/9NFfrekJWB8aSk5NzPV9un3MiIiIiIiIiIiIiIiIiIiIiIiJ6tB0/Hwdgv/Gg2Ww/Z1SlUbgUSHIt7gyOXtoEoyXdaVvZwJpoUqUXtCpv9xRcjMjkMiiVcpjNVpjuB50AwO8bj+HZVzp5uDoiInJVlXoV8NqC0Zg5aiHMJgu8/HRITU6H2WiBxWxFyr1UaLw0UGtV+Rb8JYoijOkmGNIMyLySQaVWQu+rBSBApVFi8qLnEVqrbL6sn9/i4uIwb948zJs3D6VKlUJ4eDgiIiJQuXJlBAYGwt/fHyaTCYmJibhw4QIOHTqEX375Jctz0XU6HZYuXZrtzXb1ej02bdqEpk2bIjY21tF/9+5dDBs2DG+88Qa6d++O5s2bo3Tp0vD394fBYEBiYiJu3ryJkydP4siRIzhy5IhL15b069cPAwcOxE8//eToS09Px7Bhw/Dll19i8ODBqFOnDvz8/HD37l0cPXoU3333HaKjox37T5gwAfPmzcvxmpmGDBmCnTt3YunSpZL+77//Ht9//z2qVKmCChUqQKPR4Pbt2zhz5ozkpqYNGzbEmDFjMG7cOJfXfvPNNxEdHY1Vq1ZJ+r/66issXrwY3bp1Q6tWrVCjRg0EBARAJpMhKSkJd+/exdmzZ3HixAns2bMnT9ctFKSSJUti06ZNaNmyJdLS0hz9MTEx6NGjB2rUqIEuXbqgWbNmCAkJgY+PD9LT05GYmIhr167hxIkTOHToEE6fPp3vtfr6+mLhwoXo0aOH5L28cuVKbN++HUOHDkXbtm1RsmRJZGRk4PLly9iwYQN+/fVX2Gw2AECDBg2g0+mwf//+fK+XiIiIiMhVxSLoJCwsTNKOioryUCXFV1ijUBzd8zfkCjlkMsH+wYrRApU6b2EkacYknLi+XdJXNaQJgn1C8zRvUWaz2mC9/wtlZjK/j58OZSoGFXgt3bp1Q0hIiOPg0MmTJyXbGzVqhLp16+ZrDbkJLfFUOMM///yDTp064d69e5L+xYsXo2vXrrmaMyjI+XW/cuUK6tSpk6v5CkLTpk0lbXcFnWSmybpjXFZBJyqVCt7e3khJSXH0XblyJVdreopCoYCvr6/ka8DVVOZMFosF169fd1dpREREREREREREREREREREREREBCDhbgqijl8DABgNZke/Oofn5BpMqThy+RfcuHvWaZtKoUXjyj1QIahuvl3MXRyoNUqYzVbYRBEmowUqtQIHd0Zj2EsdIJfn/SaQRERUsGo1q4bJi8bgs3GLYMwww8tXD0O6EYY0I0RRREaqAWajGVovDeQKudv+jxRFEVazFRmpBlgs9uAyQRCg1auh1qkBAFovNV5bOAY1Gld2y5qe9u+//2Ljxo3YuHGjy2N9fHywefNmNGvW7LH7li9fHgcPHkT//v1x7Ngxybbr169j/vz5mD9/vss1PM7y5ctx79497NixQ9J/6NAhHDp0KNux/fv3x8SJE3MVdALYb0wsCAKWLFnitO3SpUuPvC6gZs2a+OWXX7B161ZJv06ny/Ha3377LcqUKeN0k1ij0Yj169dj/fr1OZ6rKGjQoAH27duH/v374/Lly5Jt58+fx/nz5/H55597qDqpbt26YcGCBRg3bpzk+qrY2FjMnj0bs2fPfuTYoKAgrF27tlDe4JqIiIiICACKxZHYh4NOHkzDJPdoGFnN8e/M8A2z2ZqrEIpMoijiyJVNsFiNjj6dyhf1y3fIfaHFgNlkdfxbqZIDABpEVvXIBycKhQLPPPPMI7ePHDnS7Wt6eXlJ2qmpqS7Pcfv2bXeVk2MJCQno1KmTUzDEzJkzMWLEiFzPW716dae+3bt353q+guDn54eaNWs62u4KnsltYEpW4x6s70EPP9/79u1zJNkWFQ0aNJC0Hz6wm1Pnzp2D0Wh8/I5ERERERERERERERERERERERESUY8f3X3T822y0AACUSjlkjzlPVBRFXIs7jc3Hvsgy5KRsYBi6NXoFocH1GHLyGAql/caPAGAy2V+DlKR0XIr6x5NlERFRHtSJrI43vn0Reh8tAECjU8M7QA+F0n5NhsVsRUpCGlIS0mDMMOXtWhibCGOGyT5fYpoj5EShlMMnwMsRcuLtr8cbKycgLLxKHh9dwevXrx86deoElUrllvmefvppREVFoUWLFjkeExoaiv3792Py5MnQ6/W5Xlsmk6Fdu3YoX778Y/fVarXYtGkThg8f7tIao0ePxqpVq/L0M5hMJsPixYuxcuVKhISEPHZ/QRAwcuRIHDhwAKVLl3a6bsPPzy/Ha8vlcnzyySf4+eefs7yGxRWhoaFo165dnuYoCPXr18fRo0cxatQoKJW5vwm4UqlEjx494Ovr68bqpMaMGYOVK1e69JpWq1YNe/fuRaVKlfKtLiIiIiKivCoWQScVK1aEWq12tKOjo4vchemFXVBpP5SrHAzgv6ATURRhMVuzG5atq3dP41biRUlf00o9oFRocl9oMWC+/4GJQiGHILN/iTZqmbcDBXnxqOROtVqNIUOGuH09Hx8fSTs3oSV//fWXu8rJkYyMDPTo0QPnzp2T9L/yyiuYMmVKnuZu3bq100GTn3/+OU9zFoSIiAi3z/lwKnJO7dy5U9IWBAHh4eFZ7vvUU09J2nfu3MGBAwdyta6nPPzcnzp1CjExMS7PU9xSl4mIiIiIiIiIiIiIiIiIiIiIiAqDE39dAgBYrTZY75/vnHlu7qNkmFKxL3o19p//EUZLumSbWqFDZI1BaFlzCLQqr0fMQA8SBAGq+8+5xWRB5qXux/df8lxRRESUZ1UbVMTMzVNRt2UNAPbwBm9/L2i9NI4ACqvFivSUDCTdTUFacjqM6UZYzJZsg0/s185YYEw3Ii05HUnxKUhPyYD1fsCJIAjQeWng7e/lCC5r0DYMM3+disp1Hh+uURh16dIFW7duxd27d7F+/XpMnDgRTZo0yXEghEwmQ1hYGN566y1ER0dj9erVKFOmjMt1qNVqfPLJJ7h27RreffddNGjQADLZ4y+F8/b2Rvfu3TFnzhxcvXoVO3fuzFHQCWAPO1mxYgV27NiBtm3bPnI9QRDQsmVLbNu2DYsWLcpTWMaDnnnmGVy6dAnfffcd+vXrh+rVq8PHxwdKpRIlSpRAZGQk3njjDZw/fx5Lly51BGzExcVJ5slN8EbPnj0RFRWFn376CV27doW3t/djx8hkMjRs2BBTpkzBnj17cOXKlXy51ig/+Pn5YfHixbh8+TJeffXVR95Q92GBgYHo378/Fi5ciFu3bmHTpk05eq7yYujQoYiOjsbYsWPh7+//yP3KlCmDDz/8EKdOncpzaA0RERERUX7L/qh4EaFQKFC9enWcPn0aAJCeno7r168jNDTUs4UVM41aVsONy3egVMohCAJEUYTJaHnshytZMZhTcezqFklfaIl6KO1fzV3lFklWq82R5pv5vCpVctRqUtFjNYWFhaFp06Y4fPiwpL93797Z/nKcW+XKlcOtW7cc7RMnTrg0XhRFrF271t1lPZLVasXTTz+N/fv3S/qffvppzJ49O8/ze3l5ITIyErt27XL07dixA0eOHEGTJk3yPH9+iYiIwLJly9w65/79+3Hp0iVUqZLzROvk5GRs2LBB0levXr1HJtl27twZH3/8saTvo48+wq+//upyvZ7SrVs3yWMQRRELFizAzJkzczyHwWBw++tHRERERERERERERERERERERET0pDNkmHDmqP3GVZk3xgMeHXQiiiKuxZ3Bscu/OAWcAEC5wFpoXKUnA05yQalSwGAwQ4Q97ESpUuD4/osYPK6tp0sjIqI8CCzlj2lLx2HXmoP47qONSE8xQKNTQ61VwWQww5hhgtVitV8PYzDDBDMAQAAgU9ivlbmfiQJRtP9fbLNYkVUMilwhh0argkqjROYgnbcWI97qi5Z9mjjCVYoyb29v9OnTB3369AEAWCwWxMTE4OLFi7h16xZSUlKQlpYGtVoNb29v+Pj4oEqVKqhduzZ0Op3b6ggMDMQ777yDd955B4mJiThy5AhiY2MRHx+PlJQU6HQ6eHt7o2zZsqhRowYqVKiQo0CU7LRv3x7t27dHbGwsDhw4gFu3biEhIQF6vR6hoaGIiIhAyZIlJWNCQ0OzDc3JKS8vLwwdOhRDhw7N8Zhjx45J2q5cd/EgmUyGAQMGYMCAAbBarThx4gRiYmIQHx+Pe/fu2QOEvL1RokQJVKtWDdWrV4dWq3V5nXfffRfvvvturmrM5I7nGrBfxzRr1izMmjULd+7cwbFjxxAXF4f4+HikpaXBy8sLPj4+KF++PGrUqIGyZcu6vMby5cuxfPnyPNVZsmRJLFiwAPPmzcO+fftw9epVxMbGQiaTISQkBPXq1UO9evWcvvc8eD0SEREREVFhUiyCTgCgZs2ajqATAIiKimLQiZs1alkdG5fvAwQBKrUCRoMZZqMZNr0aMplrB2COxmyByZLhaGuUejQK7eLukosck+G/g2Qqjf3Ls3aTStBoVR6sCli5ciWuXLki6atVq1a+rNWoUSMcOnTI0f7zzz+RlJSU4zTZH374AdHR0flSW1bGjh2LTZs2SfqeeuoprFixwm0HJl999VWnAwsTJkzAnj17oFar3bKGu0VEROTLvK+//jrWrFmT4/2nT5+O9HTph7ujR49+5P6tW7dG48aNcfToUUff5s2bsX79evTt29f1gj2gRYsWqF27Ns6ePevomzNnDkaMGIGwsLAczfH+++/jxo0b+VUiERERERERERERERERERERERHRE+ns0RhYzPYb4plN9r8VClmW5+FmmFJw5NIm3IyPctqmVujQuEpPlC9Ru1hcRO0JcoXMceNHs8kKpUqBW9fu4vbNeyhZNsDT5RE57Nq1C23bSgN4YmJieK0EUTYEQUDbgc1Qt2UNLH7zR5zcHQ1BEKDWqqDWqmAxW2DKMMFitsJqtQEARADW+zetzY5cLoNCqYBKq4RCKb0kq2G7Whj93iD4h+Ts2oeiSKFQoGrVqqhatarHavDz80OHDh0KbL2QkBD07t27wNbLjfT0dBw8eFDS17Rp0zzPK5fL0bhxYzRu3DjPcxUVwcHB6NKlcF/fplQqnX42ICIiIiIqivIWT1mIPHzxdkEGHTwpKtYohfJVggEAao0SgP1gjslodmmeG/eicT3+rKSvccXuUCvdl9ZaFImiCOP9oBOlSuFIj23bs4EnywIAVKtWDZ07d5b8KVeuXL6s1aZNG0nbYDDgo48+ytHY8+fP44UXXsiHqrL2xhtvYMmSJZK+hg0bYv369VCp3BdO0717d4SHh0v6Dh8+jGHDhsFgMORqToPBgMWLF7ujvCzVqlULer3e7fOuXbsWS5cuzdG+27dvx9y5cyV9Pj4+GD58eLbjZsyY4dQ3fPhw7NmzJ+eFPuTMmTPYvXt3rse76rXXXpO0TSYTunbtimvXrj127NKlS/Hhhx/mV2lERERERERERERERERERERERERPrKjj9nO4RFGE5f7F1EqV9CJpURRx9c4pbD72RZYhJ+VK1Ea3Ri+jQlAdhpzkgSAIUCrlAACz2eLoz3yNiIio6Ass5Y+pS8ZhxtqJaNW3qeP/XIVSAZ2PDj6B3vAL8oG3nx5aLw1UGiWUaiWUKoX9j1oJlUYJrZcG3n56+AX5wCfQGzofrSPkRKlWoE3/cLy/4VVM/mZMsQ45ocJr+fLlSE5OlvTl181riYiIiIiI3KXYBp1ERTkf2Ke8EQQBHfraUzjlCjkUCvvBfVOGGaIo5mgOkyUDR678IukrG1AT5QLCHjHiyWEyWhzPo1prD5IJDPFB/eaeS7r1hJ49eyIwMFDSN2vWrMeGW/zyyy+IjIxEYmJigXxwN3/+fKcwiMqVK+O3336Dt7e329dbunQpfHx8JH1r1qxBs2bNsHfv3hzPc+bMGbz11luoUKECxo0b5+4yHeRyuVsSgB+U+bqOGTMGs2fPhs1me+S+3333Hfr06QOLxSLpnzlz5mNfny5dumD06NGSvrS0NLRv3x7vvvsukpKSclRvamoqfvzxR3Tp0gV169Z16XXKqxEjRqBjx46SvmvXrqF+/fqYN29elo/h/PnzeOaZZzBq1CiIogiVSpVvgUZERERERERERERERERERERERERPoit/3wYAWCz/nf+muB+2AQAZpmTsjf4ef/39E0yWDMlYtUKHFjWeRsuag6FReRVMwcWcUmV/7m02ETab/RzemPuvkSt27doFQRCy/KNWqxEfH5/nWi9cuPDINQRBwNWrV/O8BlGmq1evZvt+y+qPUqlEYGAgKlWqhM6dO2Pq1KnYvn07rFarpx8OEarWD8X4T4biq/0zMGRqT4RUKOHYJggCFCoFNDo19D46ePnq4OWnt//x1UHvo4NGp4ZCpZBcp1AytASG/V9vfP3Xexj78RBUrlPeEw+NCNevX8dbb70l6StXrhzatm3roYqIiIiIiIhyRvH4XYoGBp0UjOYd62DVVzuRkWaEWquEJcUKq80Gs8kClVr52PHHr26DwZzqaCvlGjSp2P2JT5QXRRHGDBMAQC6XOdJ92/duBLm82OQR5YharcbkyZMxbdo0R5/VasWoUaPw3XffYciQIahZsya0Wi3i4+Nx/PhxrF+/HocPH3bsP23aNHz00Uf5WudPP/3k1BcYGIgXXngh13O2bdsWL774YpbbwsLC8MMPP6BHjx6SA/4nT55Eq1at0KhRI3Ts2BFNmjRBUFAQvLy8kJqaisTERFy+fBknTpzAX3/9hYsXLzrGyuXyrJZym4iICPz5559um2/ChAmYN28erFYrXn31VSxZsgTPPPMMGjVqhBIlSiAxMRFnzpzB6tWrcejQIafx7du3x9ixY3O01vz583Hx4kXs3r3b0WexWDB9+nTMnj0bPXr0QKtWrVCpUiUEBARAFEUkJibizp07OH36NI4fP469e/fCYDC47fG7asmSJYiMjMT169cdfYmJifjf//6H1157DXXr1kXJkiWRkZGBq1ev4vLly5LxH3zwAX799VfcuHHD0fekf68mIiIiIiIiIiIiIiIiIiIiIiLKLavVhmuXYu3/ttjPAxRgP29UFEVcjTuFY5d/dQo4AYDyJeqgceUe0Kj0BVlysffgeZRWixUylQIxF/516xomkwmrVq3CSy+9lKd5HnfDQCJPs1gsuHfvHu7du4eYmBhs27YNn3zyCUqWLIkpU6bgpZdegkJRbC5foSLK21+PHs+3R/fR7RB77S6unL2BmMw/524iPcX5/2AA0HlrUbF2WVSqXQ4V7/8JKV+C51aTW23ZsgXly5dH7dq1czzm4sWL6NWrF+7duyfpHzduXL5fL0JERERERJRXxeZIUZUqVaBQKGCxWADYg05EUeSBAzfT6FRo2aUutq89ApVKAYNMBqvNBkO6CcqHEmof9m/iJVyJOy7paxTaBVqVd36XXeiZjBZYrfZ0fo1WBQBQKGRo3b2+B6vynNdeew2bNm3CX3/9Jen/888/Hxuc8eqrr2LMmDH5HnSSlcOHD0sCV1zl5ZX9HRa6dOmCbdu2YfDgwYiLi5NsO3bsGI4dO5brtfNDRESEW+ebOHEiYmNjHSEzUVFR+L//+78cjQ0PD8f69etz/H+CUqnEli1bMHbsWHz33XeSbSkpKVi1ahVWrVrl2gMoYGXLlsWePXvQtm1bxMTESLaZTCYcPXr0kWNfeeUVx9fhg3Q6Xb7USkREREREREREREREREREREREVNz9ez0eJoMZAGCx2M8ZlctlMJhTcPjiz/jn3nmnMWqlHk0q90T5oJxf8Eo5J5MLEACIsL8mShVw43IczCYLlCr3nWa/dOnSPAWdWK1WrFy50m31EBWk27dvY9KkSVi5ciW2bNmCkiVLerokIgiCgJKhQSgZGoTm3RsCAGw2G1LupcFkNMNkMEMQAKVaCbVGBe8APa9Nonz3xx9/YPbs2WjXrh0GDRqErl27okyZMlnue+HCBSxevBhff/01UlNTJduqVauGl19+uSBKJiIiIiIiypNiE3SiUqlQpUoVnD9vP8ifnJyMW7duPfKXOsq9zoPCsXPDMVitNmj0KqSlGGC12mAymKG+H9LxMLPViMNXpBfMl/StjIpB9Qug4sJNFEUY0o0A7B9YqdT2L8sWXerCLzD74IviSi6X47fffkOvXr2wa9euHI1RKBT44IMPMGXKFFy9ejVf6/Ok9u3b48SJE/jf//6HDRs2QBTFXM2j1WrRr18/N1cnFR4e7tb5BEHA999/Dz8/P3zzzTc5Hte3b18sW7YMPj4+Lq2n0+mwcuVKtG3bFm+//Tb++ecfV0t2qFWrltufj5yoUKECjh8/jv/7v//DwoULYbPZst0/MDAQs2bNwrPPPgsASEpKkmz38/PLp0qJiIiIiIiIiIiIiIiIiIiIiIiKtyvn/3X822qxQhRF/JN8Dmeit8JsMTjtX75EHTSu3AMalb4gy3yiCIIAuUIOi8UKq8UKALBYrLgZE4eK1Uu5bZ2TJ0/i5MmTqF+/fq7G//bbb7h165bb6iHKjQoVKqBx48aP3J6eno579+4hOjoaycnJTttPnDiBli1b4siRIzwflQolmUwG3xK8iS95liiK2LlzJ3bu3AkACA4ORpUqVeDn5weZTIaEhARcunQJsbGxWY7XarVYvXo19Hr+/EhERERERIVfsQk6AYCwsDBH0AkAREdHM+gkH4SU8Ue73g3x+7qjUKkVMKTLYLXaYMgwQaVRZplUe+r6TqQZEx1thUyFppV6MtUWgNFghs1mD6vQ6tSAIECpkqPf6NYersyzfHx8sGPHDixfvhwff/wxLl26lOV+SqUSPXr0wLvvvos6deoUcJWeUaZMGaxbtw7R0dGYO3cutm3bhpiYmMeOK126NNq3b4+OHTuiV69e8PbO3wOxISEhqFixYo5qyymFQoGFCxdiwIABeP/997Fnz54sw14EQUBkZCSmTp2K7t2752nN5557Ds888wxWrlyJ77//HgcPHkRGRka2Y5RKJZo2bYr27dujV69eaNiwYZ5qyAs/Pz/Mnz8fEydOxJo1a/Dbb7/h+vXriI2NhUwmQ8mSJVGvXj107doVQ4YMkRzUjIuLk8zl6+tb0OUTEREREREREREREREREREREREVC/9cvQvAfgFrujEZZ//dirhU53MjNUo9GlfpifIlahd0iU8kuUJ2P+jkvxuJ3Yy5m+egk9KlS0vCSZYtW4YvvvgiV3MtXbo027mJCkKbNm2wfPnyx+4niiL279+PTz/9FJs2SW+UeunSJUyePBmLFi3KpyqJiIqXO3fu4M6dOznat0yZMti4caNHr10gIiIiIiJyhZDVBeIFXoQgJAPwBgBvb+8sE3xz4q233sL777/vaH/xxRf43//+55YaSSoxPhWTBnwJo8EMs8mC1GT7Rf8arQpavVqyb1zyNfx+bimA/95rjUK7oXqp8IIsuVCyWW1ITkyHKIpQKOTw9tMBALoPbYbBLz7l4eoKl4sXL+LIkSO4c+cO0tLS4O3tjapVq6J58+YMXwBw/fp1nDp1Cnfv3kV8fDyMRiO8vb3h4+ODihUrokaNGggJCSnwuoYMGYLVq1c72j/++CMGDhzotvljY2Nx8OBBxMTEIDU1Ff7+/ihdujTCw8NRunRpt63zIKPRiKNHj+LmzZuIj49HQkICVCoVvL29ERwcjOrVq6Nq1apQqVT5sn5BuX37NkqVkn5Qu27dOvTt29dDFRERERERERERERERERERERERERVd89/7Gfu2n8Xl28dx/MoWWGwGp30qBNVFo8rdoVHqs5iB8oPRYEZ6mhEA4B/oBQAYNLYNeg5tnuM5du3ahbZt20r6pk6dipkzZzragYGBuHXrlsvnFsbFxaFMmTIwm80AALVajRdeeAGff/65ZL+YmBiEhoa6NDcVDVm9v/L79b569SoqVqwo6RsxYkSOgk4eNGPGDLzzzjuSPrlcjtu3b6NEiRJ5LZOIqFhZuXIlJk+ejNjYWJfG6fV6jBkzBtOmTUNwcHA+VUdEREREREWdj48PUlJSMpspoij6eLIeAFB4ugB3CgsLk7SjoqI8VEnx5xfoha6DI7Bh2V4oVQooVQqYTRYYMkxQqhRQKOUAAKvNjEOXf8aDISdB3uVRrWQTD1VeeIiiiPRUA0RRhAA4AmJ0Xmr0HB7p2eIKoapVq6Jq1aqeLqPQKl++PMqXL+/pMpxERERIgk4OHjzo1qCTkJAQ9OrVy23z5YRarUZkZPH/Gt2xY4dTX9OmTT1QCRERERERERERERERERERERERUdF37foN7I5aiVv3/nbaplF6oUmVnihXopYHKnuyCYLg+LfNJkImE5B4NzXP89auXRtNmjTBkSNHAADx8fHYtGkT+vfv79I8K1eudIScAECvXr0QEBCQ5/qICsJbb72FX3/91fF1AABWqxW//PILRo4c6cHKiIgKn2HDhmHo0KE4fPgw9u3bh6NHj+LKlSu4ceMGUlJSYDAYoNVq4e/vj6CgIDRu3BitWrVCly5d+LMBEREREREVScUq6KRmzZqSNoNO8lfXwRH4c9MJJManQuelRnKC1RHe4e2ngyAIOHtzN5INdx1jZIIC4ZV7QxBkHqy8cDAZLTCbrQAAtVblCIfp/WxL6L21niyNyG0iIiIk7YMHD3qoEnLV3LlzJe0yZcqgbNmyHqqGiIiIiIiIiIiIiIiIiIiIiIioaBJFEStWrMAXK6bAaM5w2l4hqB4aV+4OtVLngepIJnsw6MQGmUyOxHtpbpl75MiRkoCHZcuWuRx0smzZMqc5jx496pb6iPKbIAgYMmSI5OsAAC5duuShioiICjeZTIaIiAin6zCIiIiIiIiKo2IVdFK9enUIggBRFAEw6CS/6bw0GDW1Gz6b8iNkMhl0ejXSUg2wWm3ISDPCICQg6p99kjF1yrWBj7aEhyouPDKfIwCQy2XQ6lQAgCq1yqDzoHBPlkbkVvXr14darYbRaH+/Hz9+HEajEWq12sOVUXa+/PJLpw+VRowY4aFqiIiIiIiIiIiIiIiIiIiIiIiIiqZ//vkHY8aMwZYtW5y2qeR6hFfrjXIlwjxQGWUSHgg6EW32c9AT7qa4Ze4hQ4bg1VdfRUaGPeBm27ZtuHXrFkqXLp2j8YcPH8bZs2cd7bJly6Jjx475EnRy+fJlnDlzBnfu3EF8fDz0ej2Cg4NRoUIFNGnSBAqF+y47SE5OxunTp3Hx4kUkJSUhNTUVKpUKWq0WISEhqFChAqpXrw4/P79cr2GxWHDhwgWcOXMGd+/eRXJyMkRRhE6ng6+vL8qXL4/KlSsjNDTUbY/r5s2bOHnyJOLi4hAXFwe5XI6goCCULVsWzZo1g1b7ZN4Is2rVqk59cXFxuZpLFEVcv34df//9N65du4bk5GQYDAb4+vrC398flStXRsOGDaFSqfJaNhERERERERER5bNiFXSi1WpRqVIlXL58GQAQHx+PuLg4BAUFebiy4qthi2po0bkO9m09A5VGCZPRArPZgowMAw79sx4ibI59/fWlULN0pAerLRxEUURacgZEUYQAe2AMBAEKpRxj3+gJuVzm6RKJ3EalUqFhw4Y4cOAAAMBoNOLUqVNo2rSphyt7MixYsABDhgyBj49PjscsXboUr776qqRPLpdj7Nix7i6PiIiIiIiIiIiIiIiIiIiIiIioWBJFEcuXL8fEiRORlJTktL20by3ULtURJUrw5oGeJnsg6MR2P+gk6V6aW+b29fVFnz59sGrVKgCA1WrFt99+i2nTpuVo/NKlSyXtESNGQCZz33nG8fHx+PTTT7Fu3TpcunTpkfv5+vqiQ4cOmDx5cq7P/7TZbFi1ahWWLl2K3bt3w2azZbu/IAioXr062rVrhwEDBqB169YQBCHbMQBw+vRpzJ07F+vWrUNiYuJj9y9RogSaN2+OPn36oE+fPvD19c3pQwJgD+yYPXs2fv75Z0RHRz9yP7VajdatW+O1115Dhw4dXFqjqMu8ie2D9Hp9jsfHx8dj3bp12L59O3bv3o27d+9mu79Go0Hr1q3xyiuvoHPnzjlaIy4uDuXKlXPc2BEAXnnlFXz++ec5rvNhe/fuRatWrSR9ixcvxqhRo3I9JxERERERERFRcVLsEhXCwqSp5lFRUR6q5MkxfGIn+AV6AQD03mrIZAJiEo4gMSPWsY8gyBBRuTdkgtxTZRYKoigiPcUAq9V+cF6jU0OhtD8nA55vg9Kh/MCKip9mzZpJ2gcPHvRQJU+eN998E+XLl8eYMWOwfft2pKVl/eGr0WjE77//ji5dumDUqFEwmUyS7dOmTUP58uULomQiIiIiIiIiIiIiIiIiIiIiIqIi7ebNm+jatSuee+45p5ATjdIL4ZUGol6ZnlApdR6qkB4kCAIc8Rn38xgsFqvb5h85cqSkvWzZshyNy8jIwA8//CDpe/bZZ91VFubMmYNKlSph5syZ2YacAEBSUhLWrl2L8PBwDBw4EAkJCS6tdeXKFTRt2hTDhg3Dn3/++diQE8B+zvX58+cxf/58tG3bFvHx8dnub7VaMWnSJDRs2BBLlizJUcgJANy9exebNm3CyJEjsWjRohyNyVxv+vTpqFSpEj7++ONsQ04A+3ma27dvR8eOHfHUU08hNjY22/2Lk6zeXxUrVszR2DfffBMlS5bE2LFjsW7duseGnACAwWDAtm3b0KVLF7Rq1Qr//vvvY8cEBQVhwIABkr4VK1YgIyMjR3VmZcGCBZK2r68vBg8enOv5iIiIiIiIiIiKGwadUJ7pvbV4/v96QBAAQSaDTZmGS/f+kuwTVroF/PWlPFRh4WHIMMFksgAAVGoFNDoVAKB6vXLoMjjCk6UR5ZuICOl7m0EnBSspKQmLFi1Cp06d4OPjgxo1aqBt27bo3bs3OnXqhEaNGsHX1xcdO3bE1q1bncZHRkbi3XffLfjCiYiIiIiIiIiIiIiIiIiIiIiIihBRFLF06VLUqlUry3OxQoPro1ujl1HStzoA/BeuQYWGeD/pJPOGhu7Qvn17VKhQwdG+cOEC9u/f/9hx69atkwTltGrVClWqVMlzPVarFWPHjsXEiRORnJzs8vg1a9agefPmuHr1ao72v3LlClq0aIFjx465vJYrhg4dis8//xxWq/tCah4lOTkZ3bt3x7vvvovU1FSXx+/cuRPh4eFPxHUOoihi9erVTv2tW7fO0fjz58/DYrHkev29e/eiUaNGjw3zAYAJEyZI2gkJCU5hQzl19+5drFu3TtI3YsQI6HQMuCIiIiIiIiIiyqTwdAHuVrNmTUn7STgAWBjUb1YFA8a0xQ8LduLItU2wif8dJPZSBSKsdM4ORhZnRoMZhnQTAEChkEPnpQEABAb74OUPBkAuL3a5Q0QAGHRSmNhsNvz999/4+++/c7R/37598e2330KhKHY/LhAREREREREREREREREREREREbnNjRs38Pzzz2Pbtm1O20qVKoU5n8/Fz19dAABYjIaCLo9cJbpvKkEQMGLECMyYMcPRt2zZMkRGRmY7bunSpZL2yJEj3VLPpEmT8M033zj1V6xYEUOGDEHz5s0REhKC5ORkXLhwAWvXrsWOHTsk+54/fx7t2rXDyZMn4ePjk+16zz//PP79919Jn7e3N/r164cWLVqgUqVK8PHxgUwmQ1JSEu7cuYOoqCgcPXoUf/75J9LT0x/7mFauXIkff/zRqb9Nmzbo2rUratasiaCgIGg0GqSlpSExMREXLlzAmTNn8Pvvv+PGjRuPXSOT0WhE+/btcfToUUm/XC5H586d0a5dO9SpUwf+/v6wWq24ffs29u3bh++++w63b9927H/t2jV0794dx44dg7+/f47XL2o++ugjHD58WNLXvHlz1KtXz+W5QkJC0LZtW9SpUwc1atRAYGAgvL29YbPZkJSUhPPnz2Pv3r345ZdfJO+bf//9FwMGDMCBAweg0WgeOX94eDgaN24seW0XLFiQq6+9pUuXwmg0SvrGjRvn8jxERERERERERMVZsbtyOSwsTNKOjo72UCVPnp7DI7Fy1VLcTZEe7K0d3AmGVBMUPgoIsiczf95kMCM91f7BlEwmQO+jgSAIUKkVmPTJIPgG6D1cIVH+KVu2LEqXLo1bt24BAGJiYhAbG4uQkBAPV1b8tW3bFj///DPMZrNL46pXr47XX38dw4cPhyA8md+3iYiIiIiIiIiIiIiIiIiIiIiIHkcURSxZsgSTJk1CSkqK0/bhw4djzpw5UKt0+Pmrz6RjC6pIcpm7b144cuRIvPfeexBF+6v+008/4YsvvoBen/X5wzExMdi1a5ej7e3tjQEDBuS5js2bN2Pu3LlO/W+//TbeeOMNqFQqSX/btm0xduxYbN++HcOHD0dsbKykxnHjxmHVqlWPXO/UqVP4448/JH2dOnXCqlWrEBAQ8Nh6DQYDNm/ejK+++irbcxlnz54taQcGBmL9+vVo1arVI8d07dpVUufChQvh7e392Jpeeuklp5CTrl274quvvkJoaGiWY3r16oX33nsP06dPx8yZMx3vg5iYGDz//PNYu3btY9ctSkRRxMGDBzFr1iysX79ess3LywsLFy7M8Vy+vr4YP348Ro0ahYYNG2b7Pmjfvj1efPFF3L17F6+99hpWrFjh2Hby5EnMnTsXU6ZMyXa9F198URJscvjwYRw/fhwNGzbMcc2iKDqFCbVp08bphr5ERERERERERE+6Yhd0UqNGDUk7KirKQ5U8ea5du4bf9knTsCsHNoG/tgwsFhtSktPh5aOD7AkLOzE+FHLi5auDTGb/AGTsm70QWq2kJ8sjyneCICAiIkLyYcWhQ4fQs2dPD1b1ZFizZg2SkpLw559/4q+//sKZM2dw7do1xMbGIi0tDRaLBb6+vggICED58uURGRmJNm3aoE2bNo7vU0REREREREREREREREREREREROTs+vXreP7557F9+3anbaVLl8bChQvRvXt3APZzSTMJeLLOoy3sRFF0hM5khijI5O59jUJDQ9G2bVtH6EdKSgrWrl2LESNGZLn/smXLHGEYADBw4MBHhqLklNVqxUsvveTUP2fOHLz88svZju3YsSN27NiB1q1b4969e47+1atXY+zYsWjdunWW47Zu3Spp+/v7Y+3atfDy8spRzRqNBv369UO/fv0euU9sbCxOnjwp6Zs7d262IScPq1evHubPn//Y/bZv345FixZJ+iZMmIB58+Y9dqxGo8FHH32E4OBgTJo0ydG/bt06nDhxAg0aNMhxvZ6ya9cu9O/f/5HbDQYD4uPjER0djaSkJKftFSpUwA8//IDatWvneM3Fixe7fMO+EiVKYPny5fD19ZUE+8ybNw+TJk2CQvHoS2iefvppvPbaa4iPj3f0ff31106ve3a2b9+Oy5cvS/rGjx/vwiMgIiIiIiIiInoyFLugE29vb5QvXx7Xr18HAPz7779ISEiAv7+/hysr3kRRxPPPP4/09HRHn17tj0aVO8GUYYPRYIbVYkNqUjr0Plq3J50XRqIowphhQka6CcD9kJMHHvvAcW0R0T7MkyUSFZiHg04OHjzIoJMC4uvri969e6N3796eLoWIiIiIiIiIiIiIiIiIiIiIiKjIE0URixYtwmuvvYaUlBSn7c8++yxmz54tOXdZpVZAoZDDYrFCuH/DQNEmOo2lgvdgoEhmoILeW+v2dUaOHOkIOgHsYSZZBZ3YbDasWLHCaWxebdy4ETExMZK+bt26PTbkJFPt2rUxZ84cDB8+XNI/Z86cRwad3Lx5U9Ju06ZNjkNOcurhNQA4Aobc7cMPP5S0W7RoIQnSyImJEyfi119/lbwXZs2ahe+//94tNeana9eu4dq1ay6N0el0iIyMRL9+/TBs2DDodDqXxrsacvKgmTNnYvXq1YiLiwNgf6/s3bsXbdu2feQYjUaDUaNG4ZNPPnH0rV69Gp999hl8fHxytO6CBQsk7ZCQEPTp0ycXj4CIiIiIiIiIqHgrlmkTYWHS8Ijo6GgPVfLkWLZsGXbs2CHpe6rh01DIVdB5aaDRqgAAVqsNKYnpMJssniizwIiiiPQUgzTkxFcHuUIOAOgzsiV6DW/hyRKJClRERISkffDgQQ9VQkRERERERERERERERERERERERJQ7165dQ8eOHTF27FinkJPSpUtj8+bNWLZsmdMNGgVBgF8Je8CD7H7QiU0UJSEb5Bm2BwJnMl8b/0D3hnEAQL9+/eDr6+to79mzB5cvX3bab8eOHY4bfgJAtWrVEBkZmef1Fy9e7NQ3a9Ysl+YYNmwYGjRoIOnbtGkTYmNjs9zfarVK2vnxfn94DcAeFuNux48fx+7duyV9M2fOzFUQx6uvvippb926tdh+L8jIyEBCQgJSU1OzfK3yk0ajQefOnSV9Bw4ceOy48ePHQyb77zKbtLQ0fPvttzla859//sGvv/4q6Rs1ahSUSmWOxhMRERERERERPUmKZdBJzZo1Je2oqCgPVfJkuHXrFiZNmiTpGzVqFBb+9D4CQ+zJxVq9Gjq9GgLsB6nTkjNgzDAVy4OytvthLqb7YS4KhQzefjrI5fYvt97PtkC/0VknlxMVV40aNYJcLne0Dx8+XOAfWBARERERERERERERERERERERERHlhiiKWLhwIWrXru10Y0AAGDlyJM6dO4euXbs+cg6/++EZguy/YATRVvzOoy1qHnwNMl+bzFAad9JqtRg0aNB/64oili9f7rTf0qVLJe2RI0fmeW2bzYb9+/dL+po3b44aNWq4PNfo0aOd5t63b1+W+5YpU0bS3rFjB27cuOHymtl5eA0AWT6vebV161ZJOzQ0FM2bN8/VXG3atJEEady7dw9nzpzJU32FlSiKOHr0KF577TWEhobip59+KtD1y5UrJ2kfO3bssWNCQ0PRrVs3Sd+CBQtytN6iRYtgsfx3Q1iZTIYxY8bkaCwRERERERER0ZOmWAadhIWFSdrR0dEeqqT4E0URL7zwApKSkhx9pUuXxqxZsxBSNgBvzR+BkDL2VHq1VgW9jxaCIEAEkJ5mRFqKIV9Ssz1BFEWYDGYkJ6bDarU/JpVaAS9fneNg9MCxbTFgTNtcpXcTFWU6nQ716tVztNPS0nDu3DkPVkRERERERERERERERERERERERET0eFevXkWHDh0wbtw4pKamSraVKVMGW7ZswdKlS+Hn55ftPP73g05kDwSd2Bh04nEPvgaZr01mKI27Pffcc5L2ihUrJOdRJyQkYOPGjY62XC7H8OHD87zu6dOnkZKSIunr2LFjrubq1KmTU9/DISqZOnToIGmnpqaiVatW2LBhg9tullemTBmnm6S+9tpreOutt3D37l23rAEAu3btkrQbN26c67l0Oh0CAgIkfUXheocRI0ZAFMVH/rFYLLh37x7OnTuHb7/9Ft27d3cKdBk0aBA++eSTXNdw5MgRzJgxAwMGDEDt2rVRqlQpeHl5QRCELP98+OGHkvFxcXE5WufFF1+UtM+dO4e9e/dmO8ZqtWLx4sWSvq5du6JChQo5WpOIiIiIiIiI6EnzRASdREVFeaiS4m/NmjX4+eefJX1ff/2148OaoFJ+mL7oOYQ1DAUAKFUK+PjpIJfb33pmkwXJCekwGcwQxaL7YY3NZkNaigFpqQbH49DqVNB724NdlCo5XpzeB71GtPBwpUSeExERIWkfPHjQQ5UQERERERERERERERERERERERERZc9ms2HBggWoU6cOdu7c6bT9ueeew7lz59ClS5cczedXIjPo5L/Ttxl04nmZr4EgwHEjQ7+A/Ak6CQ8Pl5znfuPGDezYscPR/v7772E0Gh3tzp07o3Tp0nle9+LFi059DRs2zNVclStXhr+/v6TvwoULWe7btGlTtGnTRtJ39epV9O3bF2XLlsXzzz+P1atX48aNG7mqJdPUqVMlbavVivfffx9lypRBly5dMGfOHBw7dgwWiyXXaxw/flzSXrt27SPDNXLy5+EQlnv37uW6tsJCLpfD398fYWFhGDZsGH755Rfs378f5cqVk+w3depUSaDP44iiiGXLlqFKlSpo2rQp3nnnHaxduxbnzp3D7du3kZaWluO5EhIScrRfx44dUbVqVUnf119/ne2YTZs24Z9//pH0jR8/Pse1ERERERERERE9aYpl0MnDqcwMOskfd+/exYQJEyR9gwYNQs+ePSV93n46TP18CDr0sydXy+QyePvpoNEoAdgPPqalGpCWYoDVYkNRIooijBkmJCekw2yyH/yWy2Tw9tVBo1MDAPxLeOPtr59F8w61PVkqkccx6ISIiIiIiIiIiIiIiIiIiIiIiIiKgpiYGHTo0AHjx49HamqqZFvZsmXx22+/YcmSJfD19c3xnMGl7eEQMpmA+3kasFqtbquZcsdqsb8GmTdxBIDg0n75tt7IkSMl7WXLljn+vXTp0mz3za2swh3Kli2b6/nKlCnz2PkzfffddwgNDXXqv337NhYvXowhQ4agfPnyKFOmDAYNGoT58+fjypUrLtUzYsQIPP/88079JpMJW7duxcSJE9G4cWP4+vqiTZs2ePvtt7Fr164cf/3ZbLYcB2TkVnEIOslKREQEtm7dCrVaLekfP348DAbDY8cnJiaidevWeO6553D58uU81/Pw9/NHEQQBL7zwgqRv3bp1iIuLe+SYBQsWSNqhoaHo3Lmz60USERERERERET0himXQib+/P0qVKuVoX79+HSkpKR6sqHiaOHGi5GBdYGAg5s2bl+W+CqUcz77aBc9N7gqFQgZBEKD10sDbVwf5/WR6s8mClMQ0pKcaYLMW7sATURRhMpqRkpiO9DQjRNGe5q7RKOHtr4NCKQcAVKlVBu8tHYVKNfOepk5U1D0cdHLgwAEPVUJERERERERERERERERERERERETkzGazYf78+ahTpw7++OMPp+2jR4/G2bNnc3XxesVqJR3/lsvt55kWtRsEFkfW++csyxVyR1/F6qUetXueDR8+HAqFwtHeuHEjEhIScOrUKZw4ccLRX6JECfTo0cMta2YV0uHj45Pr+R4O+MkupKNMmTI4duwYnnnmGchkj7504datW/jpp5/w4osvonLlyggPD8d3332X4zCSb775Bl9//TWCgoIeuU96ejp2796N9957D23btkWZMmUwdepUxMbGZjt3YmIibLb8/Vo1m835Or8nhYWFOQXR3L59G6tXr852nMFgwFNPPYW9e/dmuV2hUKB8+fJo3rw5OnbsiJ49e6Jfv36SPw/fQDfznP+cGDlyJPR6vaNtMpmcwogyXb58Gb///rukb8yYMdm+54mIiIiIiIiInnSKx+9SNNWsWRP//vuvo33+/Hk0adLEgxUVL1u2bMF3330n6Zs7d262B4cBoH2fRqhSuywWvv8zrl2MhUIph7e/DoZ0E4wZJogAjAYzTAYz1FoVVBqlJCHd00RRhNlkgTHDBMsDHy7J5TLovDSOgBOFQobez7ZEj2GRjj6iJ12VKlUQEBDg+EDr/PnzSEhIgL+/v4crIyIiIiIiIiIiIiIiIiIiIiIioiddTEwMRo0ahT///NNpW7ly5bB48WJ07Ngx1/OHVg2BIAgQRREKhQwWixVWiw2iKEIQhLyUTrlks9lgs9mDDxQK+/nKQaV84e2rzbc1g4OD0bVrV2zatAmAPcxh9erVOH/+vGS/oUOHQqVSuWXNrMId3Pmee9xcAQEBWLlyJd566y0sX74cGzZscHq8Dzt8+DCGDRuGWbNmYfXq1U6BFVkZN24chg0bhh9++AE//PAD9u3bB4PB8Mj9Y2Nj8cknn+Crr77C559/7hTGkcloNDr11alTB9WqVXtsTTkVFhbmtrkKo969e+PLL7+U9G3evBkjR4585JiPPvoIx44dk/R5eXlh1KhRGDBgABo3bgy1Wp3tuu+88w5mzJiRq5p9fX0xdOhQfPPNN46+b775BlOmTHF6zy9cuFDydaZSqTBq1KhcrUtERERERERE9KQotkEnYWFhkiT16OhoBp24SXJyMsaOHSvp6969OwYPHpyj8RWqhmDG4lH4ZeV+bFy+FxaLDVq9GmqN0h54YjRDBGDIMMGQYYJSpYBao4RCKffYBzk2m80RwJL5gQYAyGUyaPQqqNQKAILj8Y17qxfKVwnxSK1EhZUgCIiIiMCWLVscfYcPH0anTp08WBURERERERERERERERERERERERE9yWw2G77++mtMnToVaWlpTtvHjBmDTz/9FD4+PnlaR6tXo2S5APx7PR5yhRyAGTZRhGgTIcgZdOIJ1gdveqiw39iwYrVS+b7uc8895wg6AYBFixbhxo0bTvu4S0BAgFNfUlJSrud7eGxOb3hXrVo1fPjhh/jwww8RGxuLffv24a+//sL+/ftx/PhxmM1mpzGnTp1Cy5YtceDAAVStWvWxa+j1eowaNQqjRo2C0WjE4cOHHWv89ddfiI+PdxqTlpaGMWPGIDU1FRMnTnTaHhgY6NTXqVMnfPrppzl63GQPhnnYwyEmDzIYDPjss88kfRUqVMDvv/+eo/dBpsTExBzvm5UJEyZIgk6uXLmCbdu2oXPnzo4+o9GI5cuXS8b17dsXwcHBeVqbiIiIiIiIiKi4k3m6gPzycKpxVFSUhyopfqZNm4abN2862j4+Pvj6669dCiFRKOXo81wrvLd0NKrUKgMAkMll0Hlr4OOng0qlQOZsZpMFqckZSE5IQ3qqAWazJctkcXezWW0wZpiQmpSB5HtpMKSbHCEnMpkAnV4NH38dVGolAAFqjRIDxrTBjMWjGHJC9AgRERGS9sGDBz1UCRERERERERERERERERERERERET3prly5gnbt2mHChAlOISfly5fH9u3bsXDhwjyHnGSqWK0kAECu+O8UbovF6pa5yXWZz70AQC63vyah1Uvm+7rdunVDSMh/5xqfPHlSEsDRqFEj1K1b123rZRVE8s8//+R6vofH5jTo5EEhISHo168fPvvsMxw8eBAJCQnYuHEjBg4cCIVCei/X+Ph4jBs3zuU11Go1WrZsialTp2LTpk2Ii4vD0aNH8cYbb6BUKedAm6lTp+Ly5ctO/SqVCt7e3pK+K1euuFzPkyyr90hcXNwj99+xY4fT9+SFCxe6FHICAHfv3nVp/4fVqVMHLVu2lPR9/fXXkvbatWudHsv48ePztC4RERERERER0ZOAQSfkkvT0dCxdulTS9+mnn6Js2bK5mq98lRC8+81ITPxoAEpXKAHAnoiu99HCx18PjVYFmcweeWKziTAazEhNykDSvTSkpWTAmGGCxWzNc/CJKIqwWW0wGc3ISDMiJTENSQlpSE8z2oNV7u+nVMrh5a2Fr78eaq0KEATI5TJ06NcYs9dMQO9nW0KhlOepFqLijEEnRERERERERERERERERERERERE5Gk2mw1ffvkl6tSpg927dzttHzt2LM6cOYMOHTq4dd2qte03B5TLZY7zY80mBp14SuZz/+C5v1Xv38AxPykUCjzzzDOP3D5y5Ei3rletWjWnvuPHj+dqritXriAhIUHSV7169VzN9SC9Xo9evXrhxx9/xKlTp1C+fHnJ9j/++AMXLlzI0xqCIKBRo0Z4//33cenSJQwbNkyy3Ww2Y8mSJVmOffgx7tu3DzabLU/1PEkeDi0BkO35/ydOnJC0g4OD0bFjR5fXPXr0qMtjHjZhwgRJe/Pmzbhx44ajvWDBAsn2sLAwtGrVKs/rEhEREREREREVdww6IZfcuXMHRqPR0a5Zsyaef/75PM0pCAIat66Bj1eOwZg3eiAwxJ56L5PLoNWr4euvh95bA5VKAcH+mQ5EUYTJaEF6mhEpSelIik9FckIa0pIzkJ5qgCHdBJPBDLPJAovZAovZCovZCrPZArPRAmOGCRlpRqSnGJCalI7ke/Zgk7QUAwwZJlgs/x14lstl0GhV8PXXw8tXB6VaAQgCBAFo3qEWPv3hBTz7ahf4BXrl6XkgehI0bdoUQuYXMoBDhw7xgx4iIiIiIiIiIiIiIiIiIiIiIiIqMJcvX0bbtm3x0ksvIT09XbKtQoUK+P3337FgwQL4+Pi4fe0Gzao4/q1UKQDAfkO+PN7wj1xntdpgtdrPX8x8LXReGlSrnbubP7rqueeey7JfrVZjyJAhbl2rTp06Tu/n7du352qubdu2OfVFRkbmaq5HCQsLw7x585z69+/f77Y1dDodFi1ahFKlSuVojaeeekrSvnPnDg4cOOC2eoq7mJgYp76QkJBH7n/nzh1JOzQ0VHL+cU5cu3Ytz+E4ANC3b1+ULl3a0bZarVi0aBEA4Ny5c9i3b59k//Hjx+d5TSIiIiIiIiKiJ0GxDToJCgpCYGCgox0TE4OMjAwPVlQ8PPxBSmBgoMsHDR9FrpCjdbf6+HzNBLz8YX/UahRq3yAIUKmV0Pto4RfgBS8fLdQaJeSy/96+IuwfOJhMFhgNZmSkG5GWakBqcgZSkjKQkpSOlKR0pCZlIDUlA+lpRhgyTDAazTCbrbA98LgEAVAq5dDdD1nx8ddDq1dDJrev5+OnQ89hkfh8zUt4cXpfhJTxd8vjJ3oS+Pr6ombNmo52QkICLl686MGKiIiIiIiIiIiIiIiIiIiIiIiI6Elgs9kwd+5c1K1bF3v27HHaPm7cOJw5c8Yp0MCdgkr5oVzlYAD/hWuIImAxW/NtTcqa2WRx/DvztagfURkKpbxA1g8LC0PTpk2d+nv37g1/f/eemyyTydCiRQtJ3/79+3MVArFkyZLHzu0O7du3d+qLjY116xpqtdoppOVRa3Tu3Nmp76OPPnJrPcVZVsE6lStXfuT+Fosl23ZOfPnlly6PyYpCocCYMWMkfUuWLIHFYsHXX38t6dfr9Rg2bJhb1iUiIiIiIiIiKu4Uni4gP4WFhWHv3r0A7B9OXLhwAfXq1fNwVUXbw0En7go5eZBcIUfTNjXRtE1N3Lp6Fzs2HMWB388hOTEdEAQoVYr/PtyxibBarbCYbbBarbBZRdhsNog2EY/LthcEATKZ/Y9cLoNcIYdcKYNcLgMgOO1bvV45tOvdEE3b1HSsT0Sui4iIQFRUlKN98OBBVK9e3YMVERERERERERERERERERERERERUXF26dIlPPfcc47zih9UoUIFLFmyJMtghfzQKLIqbly+A6VSDkGwB52YzVaem1rAzCZ7uIxCLoNMZj9vuFGLqgVaw8qVK3HlyhVJX61atfJlreeffx5btmyR9E2ZMgUbN27M8Rzff/89jh07Junr1asXgoOD3VGihNFodOrz9vbO93UetUbr1q3RuHFjHD161NG3efNmrF+/Hn379nV7XcVJWloa5s6d69TfvXv3R44JCgqStKOjo5Geng6dTpejNaOiovDVV1+5Vmg2xowZgw8++ABmsxkAcOvWLaxatQrfffedZL/BgwfD19fXbesSERERERERERVnMk8XkJ/CwsIk7QcvrKeioXRoCQyf2Blf/jIR734zEj2HRaJsxf8OXAoyAQqlAhqdCnpvLbz9dPAN8IJfCS/4Bejh46eDj58O3vf/9vHTwddfD79AL/gFesHHXw8vXx20XhqoNErI5XJkhpyoNUo0aV0DY9/oifm/TsRb80cgsmMdfpBElEcRERGS9sGDBz1UCRERERERERERERERERERERERERVnNpsNc+bMQd26dbMMOXnhhRdw5syZAgs5AYAGzf8L01Aq7eekmowWp5sRUv6xWm2wWOxBJ0q1/TWQK2So07RSgdZRrVo1dO7cWfKnXLly+bJWz549UamS9PH9/PPPOQ6DiI6Oxssvv+zUP3HixEeOWb9+PZKTk10r9L4ff/zRqa9qVecgmiNHjuDcuXO5WiMuLg5//vnnY9fINGPGDKe+4cOHY8+ePblaHwDOnDmD3bt353p8YZeRkYGnn34at27dkvTrdDoMGDDgkeMaNWrkNM+XX36ZozVjY2MxcOBAZGRkuF7wI5QqVcop0ObFF19EUlKSpG/8+PFuW5OIiIiIiIiIqLhj0Am55OEPUQRBKJB15XIZqtYui0Hj22Hm9+MwZ+1LmDC9D7oNiUBYw1Bo9eqHRggQZDLIFXLIFXIo7v8tV8ghk8uc6hYEoFT5QDTvUAtD/9cBb341HAt+ew2vfDQArbrVg4+/vkAeJ9GTgEEnRERERERERERERERERERERERElN8uXryI1q1bY+LEiU4XvIeGhuKPP/7AV199BW9v7wKtq1KNkggM9gFgvykfYD8/12yyFGgdTzKTwQzAfmtEldr+GtRqGAq9l8aDVeUvmUyGL7/80ukc6pdeegnvvfcezGbzI8fu2LED7du3R3x8vKR/6NChaNmy5SPHzZgxA2XLlsX//vc/7N+/P8dhPuvXr8fkyZMlfUFBQWjXrp3Tvvv370ft2rXRsWNHrFq1KsfBKtevX0f37t2Rmpoq6R80aNAjx3Tp0gWjR4+W9KWlpaF9+/Z49913nUIvHiU1NRU//vgjunTp8sgQpqIuNTUVy5cvR7169fDrr786bX/jjTdQunTpR45v3749vLy8nMZ899132a67d+9eREZGOsJvFAr33eB0woQJkvbD752mTZuiYcOGbluPiIiIiIiIiKi4c9+Rm0KoZs2akjaDTvLOU0EnDwsq7Yeg0n5o1qE2AHvifvztZNy7m4KEuBQkxafi3t0UpCamw2qzwWq2QiaXQSaTQa1Vwi/QC/5B3vAL8IJfCW8El/bLIiyFiPJDWFgYvL29kZKSAgA4ffo00tLSoNczUIiIiIiIiIiIiIiIiIiIiIiIiIjyxmq1Yu7cufi///s/GAwGp+0vvvgiPv74Y6eL6AuKTCZDu54NsGbxbiiUcsjlMlitNhgNZkfoBuUfURRhNNpDZZQqBWQy+7nQT/Uu/gEFXbp0wSuvvILPP//c0SeKIt5++22sWLECQ4cORUREBIKDg5GSkoILFy5g3bp12L59u9NclStXxtdff/3YNVNSUjBv3jzMmzcPJUuWROvWrdGgQQPUqFEDAQEB8PHxgclkwu3bt3H69Gls3LgRR48edZrnww8/zDa04vfff8fvv/8OlUqFFi1aoFGjRqhXrx5KliwJPz8/yGQyJCYm4uLFi/jjjz+wYcMGmEwmyRwtW7ZEjx49sn088+fPx8WLF7F7925Hn8ViwfTp0zF79mz06NEDrVq1QqVKlRAQEABRFJGYmIg7d+7g9OnTOH78OPbu3Zvl96bCbteuXejfv/8jt9tsNiQnJ+PWrVv4+++/YbPZstxvwIABmDJlSrZreXl54ZVXXsH777/v6LNYLBg2bBi++eYbPP3006hbty68vLwQHx+P6OhobNy4ETt37nTsHxISgn79+mH+/PkuPtKstWjRAvXq1cOpU6ey3D5+/Hi3rENERERERERE9KQo1kEnYWFhknZ0dLSHKqH8JpPJHOEnRFS4yeVyNG3a1PFhgs1mw9GjR9G6dWsPV0ZERERERERERERERERERERERERF2YULFzBy5Ej89ddfTtsqVqyIpUuXok2bNgVf2EPadKuHDcv3wWKxQq1RIj3NCIvFBovFCoVC7unyijWzyeK48aNaYw+WCQz2Qf2Iyp4sq8B8+umnMBgMTiElly9fxowZM3I0R1hYGH777Td4e3u7tPbt27fx448/4scff3Rp3AsvvIDRo0fnaF+TyYQ//vgDf/zxh0trVKtWDd9//z1kMlm2+ymVSmzZsgVjx47Fd999J9mWkpKCVatWYdWqVS6tXVRcu3YN165dy/V4QRDwwgsvYM6cOdmG1mR644038Pvvv+PQoUOS/r1792Lv3r3ZjtXr9di0aRO2bNmS63qz8uKLL2LMmDFO/f7+/hg0aJBb1yIiIiIiIiIiKu6yPxJXxJUuXRo+Pj6O9sWLF52Sl8k1mQf2MwmC4KFKiKgoi4iIkLQPHjzooUqIiIiIiIiIiIiIiIiIiIiIiIioqLNarZg9ezbq1auXZcjJhAkTcPr06UIRcgIAfoFeaNyqOgBApVYg82xcY4bZc0U9AURRhOH+cyyXy6BQ2kNl2vVsAPkTEjAjl8sxf/58zJkzR3KefU4NHDgQ+/btQ/ny5R+7r6tBKA/z9fXF3Llz8dVXXz1yHy8vrzytAQD9+/fHX3/9hXLlyuVof51Oh5UrV2LJkiUoU6ZMntauVasWwsPD8zRHYScIAtq3b4+9e/fiyy+/zFHICQBoNBr8+uuvaNu2rUvrVaxYEXv37kXTpk1zU262hg4dCj8/P6f+Z599Flqt1u3rEREREREREREVZ8U66EQQBISFhTnaFosFly5d8mBFRR+DTojIHRh0QkRERERERERERERERERERERERO7w999/o2XLlnj11VdhMBgk2ypVqoRdu3Zh3rx5bglEcKcOfRoCsJ+Lq9YoAQAmkwUWi9WTZRVrZpMFVqsNABzPuUIhR5tu9TxZlke8/PLLuHLlCqZOnYrKlStnu6+Pjw/69++Pw4cP48cff4S/v3+O1ti9ezcOHDiAt956C23atIFer8/RuJo1a2L69Om4ePEiXnrppWz3HT16NG7evIkFCxZgwIABKFu2bI7W8PX1xbPPPov9+/djzZo1CAwMzNG4Bz333HO4cuUKFi9ejLZt2+Yo6EKpVCIyMhJvv/02jh07hrNnz6JDhw4ur10YCYIALy8vlClTBvXr18eIESMwd+5cxMTEYMeOHYiMjHR5zhIlSuD333/HwoULUbVq1Wz3rVixIj7++GOcO3cODRo0yO3DyJZOp0Pv3r2d+seOHZsv6xERERERERERFWfCw8EVHilCEJIBeAP25Obk5GS3zT1q1CgsXbrU0V6zZg369+/vtvmfNH///Tdq1KjhaLdt2xZ//PGHBysioqIoLi4OwcHBjnbJkiVx69YthicRERERERERERERERERERERERFRjlitVnz++ed46623nAJOAOB///sfPvzwwxyHKxQ0URTx9tjluHL+X4iiiKSENIgioFTK4eXz+MAEco0oikhOTIfNJkIul8HHTwcAaNWlLsa+3t3D1XnepUuXcPr0acTFxSE+Ph56vR5BQUEIDQ1F06ZNoVAo8ryG1WrFpUuXcPnyZdy8eRPJycnIyMiATqeDj48PQkNDUa9ePcn5pblx+/ZtXLx4ETExMbh37x7S0tIgl8vh4+ODoKAg1KlTB1WrVoVcLs/zY3qQ0WjE0aNHcfPmTcTHxyMhIQEqlQre3t4IDg5G9erVUbVqVahUKreu+yS5cOECDh8+jDt37iA9PR16vR5ly5ZFvXr1UK1atXxf32azoXLlyrh69aqjr127dti5c2e+r01ERERERERElBc+Pj5ISUnJbKaIoujjyXoAIO9HHAu5mjVrStpRUVEeqqR4YigBEeVGUFAQKleujMuXLwOwf6h0/fp1VKhQwcOVERERERERERERERERERERERERUWF3/vx5jBw5EgcPHnTaVrlyZSxduhStWrXyQGU5JwgCBo1ti48mroIgCNBoVMjIMMFstsJstkCpLPaneRcok9ECm81+g1CNzh40oVDI0XdkS0+WVWhUqVIFVapUydc15HI5qlevjurVq+frOiVLlkTJkiXRsmXBvrZqtRqRkZEFuuaTplq1agUSaPIo27Ztk4ScAMD48eM9UwwRERERERERUREn83QB+S0sLEzSjo6O9lAlxYMoipI2g06IKLciIiIk7aw+cCYiIiIiIiIiIiIiIiIiIiIiIiLKZLVa8emnn6J+/fpO55wJgoBXXnkFp0+fLvQhJ5lqNwpF7UahAAC1VgnZ/fNyDWkmp3N2KfdsNhGGdBMAQKGQQaWyh8g81achgkr6erI0IipCvvzyS0m7VKlS6NWrl4eqISIiIiIiIiIq2p64oJOoqCgPVVI8MOiEiNyFQSdERERERERERERERERERERERESUU9HR0YiMjMSUKVNgNBol26pUqYI9e/bg888/h06n81CFufP0uLYA7OfkanQqAIDFaoPRYPZkWcVKRroRtvvnQGt16vt/q9B7WKQnyyKiIuTMmTP47bffJH3jx4+HUqn0UEVEREREREREREVbsQ86KV++vOQDi7///hsWi8WDFREREcCgEyIiIiIiIiIiIiIiIiIiIiIiIno8i8WCTz75BA0aNMChQ4ck2wRBwMSJE3Hq1Cm0aNHCQxXmTcXqpRDRriYAQK1RQqGwn95tSDfBarF5srRiwWyywGS0nzu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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "stranding_count = stranding_data.Location.value_counts() \n", "\n", "location = []\n", "lats = []\n", "lons = []\n", "count = []\n", "for index, n in stranding_count.items():\n", " location.append(index)\n", " lats.append(latlong_dict[index][0])\n", " lons.append(latlong_dict[index][1])\n", " count.append(n)\n", "\n", "\n", "fig = plt.figure(figsize=(16,9), dpi = 350)\n", "\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.coastlines('50m', linewidth=0.8)\n", "\n", "extent = (np.min(lons)-0.2,np.max(lons)+0.6, np.min(lats)-0.2,np.max(lats)+0.2)\n", "ax.set_extent(extent)\n", "\n", "scatterplot = ax.scatter(x = lons, y = lats, c=count, s = [x*10 for x in count], cmap = 'viridis', vmin = 0, vmax = 400, alpha=0.9,transform=ccrs.PlateCarree())\n", "\n", "for loc,lat,lon in zip(location, lats, lons):\n", " ax.text(lon+0.08, lat-0.03, str(loc))\n", "\n", "plt.colorbar(scatterplot, shrink = 0.5, orientation = 'horizontal', label = 'Number Of Strandings', pad=0.05)\n", "\n", "plt.title('Location of Turtle Hatchling Strandings in the Western Cape')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "49f2d286", "metadata": {}, "source": [ "### Struisbaai is by far the most common stranding location." ] }, { "cell_type": "markdown", "id": "3168bf29", "metadata": {}, "source": [ "### Next lets consider the timing of the strandings" ] }, { "cell_type": "code", "execution_count": 7, "id": "ab50f126", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "alignmentgroup": "True", "hovertemplate": "variable=Gaansbaai
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"ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Turtle Strandings in the Western Cape" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "Year" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "Number of Strandings" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stranding_freq = stranding_data.groupby(stranding_data.Date).count()['Species'].rename('Strandings')\n", "\n", "stranding_freq.index = pd.to_datetime(stranding_freq.index, infer_datetime_format = True)\n", "\n", "weekly={}\n", "yearly = {}\n", "\n", "for Location in list(set(stranding_data.Location)):\n", " location_data = stranding_data.loc[stranding_data['Location'] == str(Location)]\n", " location_freq = location_data.groupby(location_data.Date).count()['Species'].rename('Standings')\n", " location_freq.index = pd.to_datetime(location_freq.index, infer_datetime_format=True)\n", " weekly[str(Location)] = location_freq.groupby(location_freq.index.week).sum()\n", " yearly[str(Location)] = location_freq.groupby(location_freq.index.year).sum()\n", " \n", "\n", "\n", "weekly = pd.DataFrame(data = weekly).reindex(np.linspace(1,52,52, dtype = int))\n", "yearly = pd.DataFrame(data = yearly)\n", "\n", "fig = px.bar(yearly, labels={\n", " \"value\": \"Number of Strandings\",\n", " \"Date\": \"Year\"\n", " },\n", " title=\"Turtle Strandings in the Western Cape\")\n", "\n", "fig.update_layout(\n", " legend=dict(title = 'Stranding Location'))\n", "\n", "\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "efa8251d", "metadata": {}, "source": [ "### Some years are seen to have vastly more strandings than other years." ] }, { "cell_type": "code", "execution_count": 8, "id": "73e98d2c", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "alignmentgroup": "True", "hovertemplate": "variable=Gaansbaai
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"gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Turtle Strandings in the Western Cape" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "Week of the Year" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "Number of Strandings" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = px.bar(weekly,labels={\n", " \"value\": \"Number of Strandings\",\n", " \"Date\": \"Week of the Year\"\n", " },\n", " title=\"Turtle Strandings in the Western Cape\")\n", "\n", "fig.update_layout(\n", " legend=dict(title = 'Stranding Location'))\n", "\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "d5418a67", "metadata": {}, "source": [ "### Strandings primarily occur in the months March, April and May." ] }, { "cell_type": "markdown", "id": "b5909d7f", "metadata": {}, "source": [ "### Next lets consider the weather condions directly preceeding the largest stranding events in Struisbaai." ] }, { "cell_type": "code", "execution_count": 9, "id": "7a7531ab", "metadata": {}, "outputs": [], "source": [ "location = 'Struisbaai'" ] }, { "cell_type": "code", "execution_count": 10, "id": "24e3ba8a", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds = xr.open_dataset('ERA5_reanalysis_East_Coast.nc').load() \n", "\n", "# ensure lat lon corresponds to a point where sst is available\n", "ocean_lons = ds.sst[0].dropna(dim = 'lat', how = 'any').dropna(dim = 'lon', how = 'any').lon.values\n", "ocean_lats = ds.sst[0].dropna(dim = 'lat', how = 'any').dropna(dim = 'lon', how = 'any').lat.values\n", "\n", "def return_nearest_ocean_latlon(latlon):\n", " ocean_lat = min(ocean_lats, key=lambda x:abs(x-latlon[0]))\n", " ocean_lon = min(ocean_lons, key=lambda x:abs(x-latlon[1]))\n", " return [ocean_lat,ocean_lon]\n", "\n", "\n", "ocean_latlong_dict = {}\n", "for index in latlong_dict:\n", " ocean_latlong_dict[index] = return_nearest_ocean_latlon(latlong_dict[index])\n", "\n", "\n", "ds_loc = ds\n", "ds_loc = ds_loc.sel(lat = ocean_latlong_dict[str(location)][0], method = 'nearest').sel(lon = ocean_latlong_dict[str(location)][1], method = 'nearest')\n", "\n", "location_data = stranding_data.loc[stranding_data['Location'] == str(location)]\n", "location_freq = location_data.groupby(location_data.Date).count()['Species'].rename('Standings')\n", "location_freq.index = pd.to_datetime(location_freq.index, infer_datetime_format=True)\n", "location_freq = location_freq.sort_values(ascending=False)\n", "location_freq = location_freq[location_freq.values>1]\n", "dates_sorted = list(location_freq.sort_values(ascending=False).index)\n", "\n", "ws = {}\n", "sst = {}\n", "direc = {}\n", "for date in dates_sorted:\n", " date_7 = date + timedelta(days = -7)\n", " d = ds_loc.sel(time = slice(str(date_7), str(date)))\n", " if len(d.ws.values) >= 169:\n", " ws[date] = d.ws.values\n", " sst[date] = d.sst.values\n", " direc[date] = d.dir.values\n", " else:\n", " pass\n", "\n", "ws = pd.DataFrame(ws)\n", "sst = pd.DataFrame(sst)\n", "direc = pd.DataFrame(direc)\n", "\n", "n_events = len(direc.columns)-1\n", "\n", "show_hide = {}\n", "for x in range(n_events):\n", " trues = []\n", " for i in range(n_events):\n", " if i ==x:\n", " trues.append(True)\n", " trues.append(True)\n", " else:\n", " trues.append(False)\n", " trues.append(False)\n", " show_hide[x] = trues\n", " \n", "\n", "def get_vector(direction):\n", " if direction < 90 and direction > 0:\n", " x = math.sin(math.radians(direction))\n", " y = math.cos(math.radians(direction))\n", " elif direction > 90 and direction <180:\n", " x = math.sin(math.radians(180 - direction))\n", " y = -math.cos(math.radians(180 - direction))\n", " elif direction >180 and direction <270:\n", " x = -math.cos(math.radians(270 - direction))\n", " y = -math.sin(math.radians(270 - direction))\n", " else:\n", " x = -math.sin(math.radians(360-direction))\n", " y = math.cos(math.radians(360-direction))\n", " return(x,-y)\n", "\n", "arrows = {}\n", "for n in range(n_events):\n", " arrows[n] = []\n", " direc_ = direc.iloc[:,n].values[0::10]\n", " for x_,i in zip(range(160,0,-10),range(16)):\n", " ax_,ay_ = get_vector(direc_[i])\n", " arrows[n].append(dict(\n", " x=x_,\n", " y=-5,\n", " xref = 'x',\n", " yref = 'y',\n", " axref = 'pixel',\n", " ayref = 'pixel',\n", " ax=(ax_*25),\n", " ay=(ay_*30),\n", " arrowhead = 2,\n", " arrowsize = 1,\n", " arrowwidth = 1.4,\n", " xanchor = 'centre',\n", " yanchor = 'centre',\n", " row = 1,\n", " col = 1\n", " )\n", " )\n", "\n", " \n", "button_dicts = []\n", "for i in range(n_events):\n", " button_dicts.append(\n", " dict(label=str(dates_sorted[i].date()) + ', '+str(location_freq[dates_sorted[i]]) + ' Strandings',\n", " method=\"update\",\n", " args=[\n", " {\"visible\": show_hide[i]},{'annotations':arrows[i]}\n", " ]) \n", " ) \n", " \n", " \n", "fig = make_subplots(rows=2, cols=1, row_heights=[0.7, 0.3])\n", "#fig = make_subplots(specs=[[{\"secondary_y\": True}]])\n", "fig.update_xaxes(autorange=\"reversed\")\n", "\n", "for i in range(n_events):\n", " if i == 0:\n", " fig.add_trace(\n", " go.Scatter(x = np.linspace(168,0,169), y= ws.iloc[:,i].values, name='Wind Speed (knots)', visible=True),\n", " row = 1, col = 1\n", " )\n", " fig.add_trace(\n", " go.Scatter(x = np.linspace(168,0,169), y= sst.iloc[:,i].values, name='Sea Surface Temperature (celsius)', visible=True),\n", " row = 2, col = 1\n", " )\n", " else:\n", " fig.add_trace(\n", " go.Scatter(x = np.linspace(168,0,169), y= ws.iloc[:,i].values, name='Wind Speed (knots)', visible=False),\n", " row = 1, col = 1\n", " )\n", " fig.add_trace(\n", " go.Scatter(x = np.linspace(168,0,169), y= sst.iloc[:,i].values, name='Sea Surface Temperature (celsius)', visible=False),\n", " row = 2, col = 1\n", " ) \n", " \n", "fig.update_yaxes(range=[-10, 30], row = 1)\n", "fig.update_xaxes(range=[170, 0], row = 1)\n", "fig.update_xaxes(range=[170, 0], row = 2)\n", "fig.update_xaxes(title=\"Hours Before Strandings\", row = 2)\n", "fig.update_xaxes(tick0=168, dtick=24)\n", "\n", "fig.update_layout(\n", " updatemenus=[\n", " dict(\n", " buttons=button_dicts,\n", " direction=\"down\",\n", " showactive=True\n", " )\n", " ]\n", ")\n", "\n", "# Update remaining layout properties\n", "fig.update_layout(\n", " title_text=str(location)+\" Stranding Events\",\n", " showlegend=True,\n", ")\n", "\n", "\n", "fig.show()\n", "fig.write_html(\"historical_\"+str(location)+\".html\")" ] }, { "cell_type": "markdown", "id": "374fdb49", "metadata": {}, "source": [ "This plot is interactive, use the dropdown menu on the left to change stranding event and activate wind direction arrows.\n", "\n", "A full screen version of this plot and other locations is available at:\n", "\n", "- Struisbaai - https://petemarsh.com/historical_html/historical_Struisbaai\n", "- Mossel Bay - https://petemarsh.com/historical_html/historical_Mossel_Bay\n", "- Muizenberg - https://petemarsh.com/historical_html/historical_Muizenberg\n", "- Witsands - https://petemarsh.com/historical_html/historical_Witsands\n", "- Arniston - https://petemarsh.com/historical_html/historical_Arniston\n", "- Plettenberg Bay - https://petemarsh.com/historical_html/historical_Plettenberg_Bay\n", "- Hermanus - https://petemarsh.com/historical_html/historical_Hermanus\n", "- Sedgefield - https://petemarsh.com/historical_html/historical_Sedgefield\n", "- Gaansbaai - https://petemarsh.com/historical_html/historical_Gaansbaai" ] }, { "cell_type": "markdown", "id": "21ff5292", "metadata": {}, "source": [ "### A common theme across these large stranding events is consistent easterly winds over the preceeding 4-5 days and a reduction in sea surface temperature over the previous 7 days." ] }, { "cell_type": "markdown", "id": "4625d296", "metadata": {}, "source": [ "### Next lets consider the distribution of common weather variables over over the days preceeding stranding events in Struisbaai relative to the Autumn average." ] }, { "cell_type": "code", "execution_count": 11, "id": "36ee6f76", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# forecast data is only available in 3 hour steps so matching reanalysis to this simplifies things\n", "ds_loc = xr.merge([ds_loc.where(ds_loc.time.dt.hour == 0).dropna(dim = 'time'),\n", " ds_loc.where(ds_loc.time.dt.hour == 3).dropna(dim = 'time'),\n", " ds_loc.where(ds_loc.time.dt.hour == 6).dropna(dim = 'time'), \n", " ds_loc.where(ds_loc.time.dt.hour == 9).dropna(dim = 'time'),\n", " ds_loc.where(ds_loc.time.dt.hour == 12).dropna(dim = 'time'),\n", " ds_loc.where(ds_loc.time.dt.hour == 15).dropna(dim = 'time'),\n", " ds_loc.where(ds_loc.time.dt.hour == 18).dropna(dim = 'time'),\n", " ds_loc.where(ds_loc.time.dt.hour == 21).dropna(dim = 'time'),])\n", "\n", "ds_loc_daily = ds_loc.resample(time = 'D', closed = \"right\").mean().load()\n", "ds_seasonal = ds_loc_daily.where(ds_loc.time.dt.season == 'MAM').dropna(dim='time', how = 'all')\n", "\n", "strandings = list(set(stranding_data.loc[stranding_data['Location'] == str(location)].Date))\n", "strandings = pd.to_datetime(strandings)\n", "\n", "march = [x for x in strandings if x.month == 3]\n", "april = [x for x in strandings if x.month == 4]\n", "may = [x for x in strandings if x.month == 5]\n", "dates = march + april + may\n", "dates.sort()\n", "\n", "lagged = {}\n", "for lag in [0, -1,-3,-7]:\n", " dates_1 = [date + timedelta(days = lag) for date in dates]\n", " lagged[lag] = ds_loc_daily.sel(time = dates_1)\n", "\n", "def make_plot():\n", " fig, axs = plt.subplots(nrows=3,ncols=2,figsize=(16,12))\n", " axs=axs.flatten()\n", " for i,var in enumerate(['sst','t2m','ws','dir','u10','v10']):\n", " sns.kdeplot(ds_seasonal[str(var)].values, ax = axs[i], label = 'Autumn', lw= 5)\n", " for key in lagged:\n", " sns.kdeplot(lagged[key][str(var)].values, ax = axs[i], label = 'Stranding Days '+str(key), lw = 2.5)\n", " #axs[i].set_title(str(var))\n", " axs[0].legend()\n", " axs[0].set_xlabel('Sea Surface Temperature ($^\\circ$C)')\n", " axs[1].set_xlabel('Air Temperature ($^\\circ$C)')\n", " axs[2].set_xlabel('Wind Speed (knots)')\n", " axs[3].set_xlabel('Wind Direction')\n", " axs[4].set_xlabel('Eastward Wind Component (knots)')\n", " axs[5].set_xlabel('Northward Wind Component (knots)')\n", " fig.suptitle('', fontsize=14, fontweight='bold')\n", "\n", "\n", " \n", "make_plot()" ] }, { "cell_type": "markdown", "id": "9affd96f", "metadata": {}, "source": [ "### Here there aren't many clear distribution shifts other than that wind speed on days of stranding appears to be lower than normal and easterly winds are more common 1,3 and 7 days before stranding events." ] }, { "cell_type": "code", "execution_count": 12, "id": "743ab803", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "df = ds_loc_daily.to_dataframe()\n", "\n", "x = ds_loc_daily[['u10','v10']].rolling(time = 5).mean(dim = 'time')\n", "df['u10_5m'] = x.u10\n", "df['v10_5m'] = x.v10\n", "\n", "sst_delta = (ds_loc_daily.sst.values[7:] - ds_loc_daily.sst.values[:-7])\n", "df['sst_delta'] = np.concatenate([np.zeros(7), sst_delta])\n", "\n", "df['u10_1'] = np.concatenate([df['u10'].iloc[1:].values, np.zeros(1)])\n", "df = df.fillna(0)\n", "\n", "location_data = stranding_data.loc[stranding_data['Location'] == str(location)]\n", "location_freq = location_data.groupby(location_data.Date).count()['Species'].rename('Standings')\n", "location_freq.index = pd.to_datetime(location_freq.index)\n", "df['strandings'] = location_freq.reindex(df.index).fillna(0)\n", "df['month'] = df.index.month\n", "\n", "fig, axs = plt.subplots(nrows=1,ncols=3,figsize=(16,4))\n", "axs=axs.flatten()\n", "for i,var in enumerate(['v10_5m', 'u10_5m', 'sst_delta']):\n", " sns.kdeplot(df[var], label = 'all', ax = axs[i],lw = 5)\n", " sns.kdeplot(df[var].where(df.strandings >= 1), label = 'stranding', ax = axs[i],lw = 3)\n", "axs[0].legend()\n", "axs[0].set_xlabel('5-Day Average Northward Wind Component (knots)')\n", "axs[1].set_xlabel('5-Day Average Eastward Wind Component (knots)')\n", "axs[2].set_xlabel('Change in Sea Surface Temperature over 7 days')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "ba730f80", "metadata": {}, "source": [ "### Considering the 5 day average of easterly wind on stranding days shows a clear distribution shift, while considering the change in sea surface temperature over 7 days also shows a clear distribution shift." ] }, { "cell_type": "markdown", "id": "f8af2462", "metadata": {}, "source": [ "# Next lets try build a model to predict stranding events in Stuisbaai." ] }, { "cell_type": "markdown", "id": "1bc40d66", "metadata": {}, "source": [ "### Here I have chosen to use a random forest model, which is a type of supervised machine learning model. The random forest is a classification algorithm consisting of many uncorrelated decisions trees which seeks to classify input data and produce a prediction more accurate than that of the individual decision trees it is comprised of. Here the input data I am considering is: the month of the year, wind speed on the day of strandings, eastward wind component the day before stranding, the average eastward wind component over the preceeding 5 days before stranding and the change in sea surface temperature over the 7 days preceeding stranding.\n", "\n" ] }, { "cell_type": "code", "execution_count": 13, "id": "1c1008f6-9c38-4ddd-8eb2-b5f7c7f9eff0", "metadata": {}, "outputs": [], "source": [ "from sklearn.ensemble import RandomForestRegressor\n", "\n", "train = df.iloc[:2045]\n", "test = df.iloc[2045:]\n", "\n", "sel_var = ['month', 'ws','u10_1', 'u10_5m','sst_delta']\n", "\n", "train_features = np.array(train[sel_var])\n", "train_labels = np.array(train['strandings'])\n", "test_features = np.array(test[sel_var])\n", "test_labels = np.array(test['strandings'])\n", "\n", "# Instantiate model\n", "rf = RandomForestRegressor(n_estimators = 100, random_state = 42)\n", "# Train the model on training data\n", "rf.fit(train_features, train_labels)\n", "#save model\n", "pickle.dump(rf, open('model_train.pkl', 'wb'))" ] }, { "cell_type": "code", "execution_count": 14, "id": "ea7e9c09", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mean Absolute Error: 0.17265 degrees.\n" ] } ], "source": [ "# Use the forest's predict method on the test data\n", "predictions = rf.predict(test_features)\n", "# Calculate the absolute errors\n", "errors = abs(predictions - test_labels)\n", "#Print out the mean absolute error (mae)\n", "print('Mean Absolute Error:', round(np.mean(errors), 5), 'degrees.')" ] }, { "cell_type": "code", "execution_count": 15, "id": "c00152c6-eed8-412e-a5f0-abf44e843004", "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "marker": { "color": "red", "size": 12 }, "mode": "markers", "name": "Predicted", "type": "scatter", "x": [ 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Here while the model is far from perfect it does appear to cluster around observed strandings. Particularly so when the number of strandings is high " ] }, { "cell_type": "markdown", "id": "fd0722c6", "metadata": {}, "source": [ "### A key barrier to implement this model to provide future projections is that sea surface temperature is not available from the ECMWF free variables. It is possible to motivate for a research license for this data, however here sea surface temperature has simply been removed from the prediction model. This does have a slight negative impact on model performance. Below is an example of the model trained without sea surface temperature" ] }, { "cell_type": "code", "execution_count": 16, "id": "8f04d371", "metadata": {}, "outputs": [], "source": [ "rf = pickle.load(open('model_no_sst_train.pkl', 'rb'))" ] }, { "cell_type": "code", "execution_count": 17, "id": "a79f854e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mean Absolute Error: 0.18096 degrees.\n" ] } ], "source": [ "# Use the forest's predict method on the test data\n", "predictions = rf.predict(test_features[:,:-1])\n", "# Calculate the absolute errors\n", "errors = abs(predictions - test_labels)\n", "#Print out the mean absolute error (mae)\n", "print('Mean Absolute Error:', round(np.mean(errors), 5), 'degrees.')" ] }, { "cell_type": "code", "execution_count": 18, "id": "2d2b4a5b", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "marker": { "color": 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